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Seitz PK, Karger CP, Bendl R, Schwahofer A. Strategy for automatic ultrasound (US) probe positioning in robot-assisted ultrasound guided radiation therapy. Phys Med Biol 2023; 68. [PMID: 36584398 DOI: 10.1088/1361-6560/acaf46] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 12/30/2022] [Indexed: 12/31/2022]
Abstract
Objective. As part of image-guided radiotherapy, ultrasound-guided radiotherapy is currently already in use and under investigation for robot assisted systems Ipsen 2021. It promises a real-time tumor localization during irradiation (intrafractional) without extra dose. The ultrasound probe is held and guided by a robot. However, there is a lack of basic safety mechanisms and interaction strategies to enable a safe clinical procedure. In this study we investigate potential positioning strategies with safety mechanisms for a safe robot-human-interaction.Approach. A compact setup of ultrasound device, lightweight robot, tracking camera, force sensor and control computer were integrated in a software application to represent a potential USgRT setup. For the realization of a clinical procedure, positioning strategies for the ultrasound head with the help of the robot were developed, implemented, and tested. In addition, basic safety mechanisms for the robot have been implemented, using the integrated force sensor, and have been tested by intentional collisions.Main results. Various positioning methods from manual guidance to completely automated procedures were tested. Robot-guided methods achieved higher positioning accuracy and were faster in execution compared to conventional hand-guided methods. The developed safety mechanisms worked as intended and the detected collision force were below 20 N.Significance. The study demonstrates the feasibility of a new approach for safe robotic ultrasound imaging, with a focus on abdominal usage (liver, prostate, kidney). The safety measures applied here can be extended to other human-robot interactions and present the basic for further studies in medical applications.
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Affiliation(s)
- Peter Karl Seitz
- Department of Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany.,University of Heidelberg, Faculty of Medicine Heidelberg, Heidelberg, Germany.,Medical Informatics, Heilbronn University, Heilbronn, Germany
| | - Christian P Karger
- Department of Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany
| | - Rolf Bendl
- Medical Informatics, Heilbronn University, Heilbronn, Germany
| | - Andrea Schwahofer
- Department of Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany.,Therapanacea, Paris, France
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2
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Szegedi M, Boehm C, Paxton A, Rassiah‐Szegedi P, Sarkar V, Zhao H, Su F, Kokeny KE, Lloyd S, Tward J, Salter BJ. Comparison of transperineal ultrasound image guidance technique to transabdominal technique for prostate radiation therapy. Med Phys 2020; 47:6113-6121. [DOI: 10.1002/mp.14522] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 09/01/2020] [Accepted: 09/21/2020] [Indexed: 11/11/2022] Open
Affiliation(s)
- Martin Szegedi
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
| | - Christine Boehm
- Universitätsklinikum Düsseldorf Klinik für Strahlentherapie und Radioonkologie Düsseldorf Germany
| | - Adam Paxton
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
| | | | - Vikren Sarkar
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
| | - Hui Zhao
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
| | - Frances Su
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
| | - Kristine E. Kokeny
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
| | - Shane Lloyd
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
| | - Jonathan Tward
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
| | - Bill J. Salter
- Department of Radiation Oncology University of Utah Salt Lake City UT84112USA
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3
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Seitz PK, Baumann B, Johnen W, Lissek C, Seidel J, Bendl R. Development of a robot-assisted ultrasound-guided radiation therapy (USgRT). Int J Comput Assist Radiol Surg 2019; 15:491-501. [DOI: 10.1007/s11548-019-02104-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 12/04/2019] [Indexed: 11/30/2022]
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Schwahofer A, Jäkel O. [Planning target volume : Management of uncertainties, immobilization, image guided and adaptive radiation therapy]. Radiologe 2019; 58:736-745. [PMID: 29946893 DOI: 10.1007/s00117-018-0419-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
CLINICAL/METHODICAL ISSUE As a standard, today's radiation therapy is based on CT images which are used for therapy planning. These images are obtained once before therapy starts and serve as a basis to obtain the position and shape of the target volume. As the patient has to be positioned anew for each fraction, deviations of the tumor position relative to the radiation field but also internal motion of the tumor may occur. These deviations lead to uncertainties, which are taken into account by adding a safety margin around the clinical target volume (CTV) to create the planning target volume (PTV). STANDARD RADIOLOGICAL METHODS As a standard today, CT-based treatment planning is used, where images are obtained once prior to therapy. The information on tumor position and shape, which is obtained from these images, is used throughout the whole cycle of radiation therapy without any change. This cycle may last several weeks. METHODICAL INNOVATIONS By repeated imaging of the patient in the treatment position prior to each fraction, the position of the tumor can be assessed and corrected for each fraction. PERFORMANCE A reduction of positioning uncertainty may be used to reduce the safety margin. This leads to a decreased volume of irradiated normal tissue. ACHIEVEMENTS A reduced volume of irradiated normal tissue leads to reduced side effects and provides the opportunity of increased tumor control by dose escalation. PRACTICAL RECOMMENDATIONS Before the PTV is reduced, a detailed analysis of the uncertainties for the specific imaging method and radiation technique must be performed.
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Affiliation(s)
- A Schwahofer
- Abteilung Medizinische Physik in der Strahlentherapie, Deutsches Krebsforschungszentrum Heidelberg, Im Neuenheimer Feld 280, 69120, Heidelberg, Deutschland.
| | - O Jäkel
- Abteilung Medizinische Physik in der Strahlentherapie, Deutsches Krebsforschungszentrum Heidelberg, Im Neuenheimer Feld 280, 69120, Heidelberg, Deutschland
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Comparison of 2 transabdominal ultrasound image guidance techniques for prostate and prostatic fossa radiation therapy. Pract Radiat Oncol 2017; 7:e99-e107. [PMID: 28274407 DOI: 10.1016/j.prro.2016.07.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Revised: 06/09/2016] [Accepted: 07/05/2016] [Indexed: 11/24/2022]
Abstract
PURPOSE Our clinic is a long-term user of a first-generation transabdominal (TA) biplanar (2.5-dimensional [2.5D]) ultrasound image guidance (USIG) system for prostate cancer treatments. We are also an early adopter and development partner for a new, second-generation, fully 3D USIG system that allows for volumetric TA localization of the prostate. This new system has been evaluated at our institution by direct comparison with the previously established first-generation TA method for prostate alignment. METHODS AND MATERIALS We compared the 2 TA-USIG methods on the same subjects and same treatment sessions. A total of 1428 fractions delivered to 41 treated patients (16 intact prostate, 25 fossa) were analyzed regarding the agreement of alignments between the 2 US positioning systems. Patients were first aligned to tattoos using treatment room lasers. TA-USIG using the 3D system was then performed to align contours derived during the computed tomography simulation process to their corresponding daily US-visualized structures. The US-3D system image guidance shifts were performed and recorded as the "initial" shifts. A 2.5D system alignment was then immediately performed using the same computed tomography derived reference contours and the indicated shifts, relative to the 3D system, were recorded as the difference between the 2 alignment methods. RESULTS The average difference between the 2 TA-USIG alignments for all patients was 0.4 ± 0.7 mm, 0.7 ± 0.9 mm, and 0.5 ± 0.9 mm in the left-right, anteroposterior, and superoinferior directions, respectively. No significant difference in system agreement between intact prostate versus fossa patients was observed. CONCLUSION Our comparison of an established 2.5D USIG method with a newer, fully 3D approach for prostate alignment of 41 different patients (1428 fractions) shows excellent agreement with each other, despite the nontrivial difference in imaging approaches. This shows that the 2 specific USIG approaches yield results that are consistent with each other, and that the USIG modality yields consistent results within the modality.
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Comparison of prostate positioning guided by three-dimensional transperineal ultrasound and cone beam CT. Strahlenther Onkol 2016; 193:221-228. [PMID: 27928626 DOI: 10.1007/s00066-016-1084-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Accepted: 11/09/2016] [Indexed: 12/25/2022]
Abstract
OBJECTIVE The accuracy of a transperineal three-dimensional ultrasound system (3DUS) was assessed for prostate positioning and compared to fiducial- and bone-based positioning in kV cone beam computed tomography (CBCT) during definitive radiotherapy of prostate cancer. METHODS Each of the 7 patients had three fiducial markers implanted into the prostate before treatment. Prostate positioning was simultaneously measured by 3DUS and CBCT before each fraction. In total, 177 pairs of 3DUS and CBCT scans were collected. Bone-match and seed-match were performed for each CBCT. Using seed-match as a reference, the accuracy of 3DUS and bone-match was evaluated. Systematic and random errors as well as optimal setup margins were calculated for 3DUS and bone-match. RESULTS The discrepancy between 3DUS and seed-match in CBCT (average ± standard deviation) was 0.0 ± 1.7 mm laterally, 0.2 ± 2.0 mm longitudinally, and 0.3 ± 1.7 mm vertically. Using seed-match as a reference, systematic errors for 3DUS were 1.2 mm, 1.1 mm, and 0.9 mm; and random errors were 1.4 mm, 1.8 mm, and 1.6 mm, on lateral, longitudinal, and vertical axes, respectively. By analogy, the difference of bone-match to seed-match was 0.1 ± 1.1 mm laterally, 1.3 ± 3.8 mm longitudinally, and 1.3 ± 4.5 mm vertically. Systematic errors were 0.5 mm, 2.2 mm, and 2.6 mm; and random errors were 1.0 mm, 3.1 mm, and 3.9 mm on lateral, longitudinal, and vertical axes, respectively. The accuracy of 3DUS was significantly higher than that of bone-match on longitudinal and vertical axes, but not on the lateral axis. CONCLUSION Image-guided radiotherapy of prostate cancer based on transperineal 3DUS was feasible, with overall small discrepancy to seed-match in CBCT in this retrospective study. Compared to bone-match, transperineal 3DUS achieved higher accuracy on longitudinal and vertical axes.
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van der Meer S, Seravalli E, Fontanarosa D, Bloemen-van Gurp EJ, Verhaegen F. Consequences of Intermodality Registration Errors for Intramodality 3D Ultrasound IGRT. Technol Cancer Res Treat 2016; 15:632-8. [DOI: 10.1177/1533034615588198] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Accepted: 04/30/2015] [Indexed: 12/26/2022] Open
Abstract
Intramodality ultrasound image-guided radiotherapy systems compare daily ultrasound to reference ultrasound images. Nevertheless, because the actual treatment planning is based on a reference computed tomography image, and not on a reference ultrasound image, their accuracy depends partially on the correct intermodality registration of the reference ultrasound and computed tomography images for treatment planning. The error propagation in daily patient positioning due to potential registration errors at the planning stage was assessed in this work. Five different scenarios were simulated involving shifts or rotations of ultrasound or computed tomography images. The consequences of several workflow procedures were tested with a phantom setup. As long as the reference ultrasound and computed tomography images are made to match, the patient will be in the correct treatment position. In an example with a phantom measurement, the accuracy of the performed manual fusion was found to be ≤2 mm. In clinical practice, manual registration of patient images is expected to be more difficult. Uncorrected mismatches will lead to a systematically incorrect final patient position because there will be no indication that there was a misregistration between the computed tomography and reference ultrasound images. In the treatment room, the fusion with the computed tomography image will not be visible and based on the ultrasound images the patient position seems correct.
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Affiliation(s)
- Skadi van der Meer
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Enrica Seravalli
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Davide Fontanarosa
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Esther J. Bloemen-van Gurp
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Frank Verhaegen
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of Oncology, Medical Physics Unit, McGill University, Montréal, Québec, Canada
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8
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O'Shea T, Bamber J, Fontanarosa D, van der Meer S, Verhaegen F, Harris E. Review of ultrasound image guidance in external beam radiotherapy part II: intra-fraction motion management and novel applications. Phys Med Biol 2016; 61:R90-137. [PMID: 27002558 DOI: 10.1088/0031-9155/61/8/r90] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Imaging has become an essential tool in modern radiotherapy (RT), being used to plan dose delivery prior to treatment and verify target position before and during treatment. Ultrasound (US) imaging is cost-effective in providing excellent contrast at high resolution for depicting soft tissue targets apart from those shielded by the lungs or cranium. As a result, it is increasingly used in RT setup verification for the measurement of inter-fraction motion, the subject of Part I of this review (Fontanarosa et al 2015 Phys. Med. Biol. 60 R77-114). The combination of rapid imaging and zero ionising radiation dose makes US highly suitable for estimating intra-fraction motion. The current paper (Part II of the review) covers this topic. The basic technology for US motion estimation, and its current clinical application to the prostate, is described here, along with recent developments in robust motion-estimation algorithms, and three dimensional (3D) imaging. Together, these are likely to drive an increase in the number of future clinical studies and the range of cancer sites in which US motion management is applied. Also reviewed are selections of existing and proposed novel applications of US imaging to RT. These are driven by exciting developments in structural, functional and molecular US imaging and analytical techniques such as backscatter tissue analysis, elastography, photoacoustography, contrast-specific imaging, dynamic contrast analysis, microvascular and super-resolution imaging, and targeted microbubbles. Such techniques show promise for predicting and measuring the outcome of RT, quantifying normal tissue toxicity, improving tumour definition and defining a biological target volume that describes radiation sensitive regions of the tumour. US offers easy, low cost and efficient integration of these techniques into the RT workflow. US contrast technology also has potential to be used actively to assist RT by manipulating the tumour cell environment and by improving the delivery of radiosensitising agents. Finally, US imaging offers various ways to measure dose in 3D. If technical problems can be overcome, these hold potential for wide-dissemination of cost-effective pre-treatment dose verification and in vivo dose monitoring methods. It is concluded that US imaging could eventually contribute to all aspects of the RT workflow.
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Affiliation(s)
- Tuathan O'Shea
- Joint Department of Physics, Institute of Cancer Research and Royal Marsden NHS Foundation Trust, Sutton, London SM2 5NG, UK
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Lee MS, Ju H, Song JW, Park CG. Kinematic Model-Based Pedestrian Dead Reckoning for Heading Correction and Lower Body Motion Tracking. SENSORS 2015; 15:28129-53. [PMID: 26561814 PMCID: PMC4701272 DOI: 10.3390/s151128129] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Revised: 10/05/2015] [Accepted: 11/02/2015] [Indexed: 11/23/2022]
Abstract
In this paper, we present a method for finding the enhanced heading and position of pedestrians by fusing the Zero velocity UPdaTe (ZUPT)-based pedestrian dead reckoning (PDR) and the kinematic constraints of the lower human body. ZUPT is a well known algorithm for PDR, and provides a sufficiently accurate position solution for short term periods, but it cannot guarantee a stable and reliable heading because it suffers from magnetic disturbance in determining heading angles, which degrades the overall position accuracy as time passes. The basic idea of the proposed algorithm is integrating the left and right foot positions obtained by ZUPTs with the heading and position information from an IMU mounted on the waist. To integrate this information, a kinematic model of the lower human body, which is calculated by using orientation sensors mounted on both thighs and calves, is adopted. We note that the position of the left and right feet cannot be apart because of the kinematic constraints of the body, so the kinematic model generates new measurements for the waist position. The Extended Kalman Filter (EKF) on the waist data that estimates and corrects error states uses these measurements and magnetic heading measurements, which enhances the heading accuracy. The updated position information is fed into the foot mounted sensors, and reupdate processes are performed to correct the position error of each foot. The proposed update-reupdate technique consequently ensures improved observability of error states and position accuracy. Moreover, the proposed method provides all the information about the lower human body, so that it can be applied more effectively to motion tracking. The effectiveness of the proposed algorithm is verified via experimental results, which show that a 1.25% Return Position Error (RPE) with respect to walking distance is achieved.
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Affiliation(s)
- Min Su Lee
- Department of Mechanical and Aerospace Engineering, Automation and Systems Research Institute, Seoul National University, Seoul 151-744, Korea.
| | - Hojin Ju
- Department of Mechanical and Aerospace Engineering, Automation and Systems Research Institute, Seoul National University, Seoul 151-744, Korea.
| | - Jin Woo Song
- BK21Plus Transformative Training Program for Creative Mechanical and Aerospace Engineers, Department of Mechanical and Aerospace Engineering, Seoul National University, Seoul 151-744, Korea.
| | - Chan Gook Park
- Department of Mechanical and Aerospace Engineering, Automation and Systems Research Institute, Seoul National University, Seoul 151-744, Korea.
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Li M, Ballhausen H, Hegemann NS, Ganswindt U, Manapov F, Tritschler S, Roosen A, Gratzke C, Reiner M, Belka C. A comparative assessment of prostate positioning guided by three-dimensional ultrasound and cone beam CT. Radiat Oncol 2015; 10:82. [PMID: 25890013 PMCID: PMC4465303 DOI: 10.1186/s13014-015-0380-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Accepted: 03/16/2015] [Indexed: 12/25/2022] Open
Abstract
Background The accuracy of the Elekta Clarity™ three-dimensional ultrasound system (3DUS) was assessed for prostate positioning and compared to seed- and bone-based positioning in kilo-voltage cone-beam computed tomography (CBCT) during a definitive radiotherapy. Methods The prostate positioning of 6 patients, with fiducial markers implanted into the prostate, was controlled by 3DUS and CBCT. In total, 78 ultrasound scans were performed trans-abdominally and compared to bone-matches and seed-matches in CBCT scans. Setup errors detected by the different modalities were compared. Systematic and random errors were analysed, and optimal setup margins were calculated. Results The discrepancy between 3DUS and seed-match in CBCT was −0.2 ± 2.7 mm laterally, −1.9 ± 2.3 mm longitudinally and 0.0 ± 3.0 mm vertically and significant only in longitudinal direction. Using seed-match as reference, systematic errors of 3DUS were 1.3 mm laterally, 0.8 mm longitudinally and 1.4 mm vertically, and random errors were 2.5 mm laterally, 2.3 mm longitudinally, and 2.7 mm vertically. No significant difference could be detected for 3DUS in comparison to bone-match in CBCT. Conclusions 3DUS is feasible for image guidance for patients with prostate cancer and appears comparable to CBCT based image guidance in the retrospective study. While 3DUS offers some distinct advantages such as no need of invasive fiducial implantation and avoidance of extra radiation, its disadvantages include the operator dependence of the technique and dependence on sufficient bladder filling. Further study of 3DUS for image guidance in a large patient cohort is warranted.
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Affiliation(s)
- Minglun Li
- Department of Radiation Oncology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Hendrik Ballhausen
- Department of Radiation Oncology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Nina-Sophie Hegemann
- Department of Radiation Oncology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Ute Ganswindt
- Department of Radiation Oncology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Farkhad Manapov
- Department of Radiation Oncology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Stefan Tritschler
- Department of Urology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Alexander Roosen
- Department of Urology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Christian Gratzke
- Department of Urology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Michael Reiner
- Department of Radiation Oncology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
| | - Claus Belka
- Department of Radiation Oncology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany.
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Fontanarosa D, van der Meer S, Bamber J, Harris E, O'Shea T, Verhaegen F. Review of ultrasound image guidance in external beam radiotherapy: I. Treatment planning and inter-fraction motion management. Phys Med Biol 2015; 60:R77-114. [PMID: 25592664 DOI: 10.1088/0031-9155/60/3/r77] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
In modern radiotherapy, verification of the treatment to ensure the target receives the prescribed dose and normal tissues are optimally spared has become essential. Several forms of image guidance are available for this purpose. The most commonly used forms of image guidance are based on kilovolt or megavolt x-ray imaging. Image guidance can also be performed with non-harmful ultrasound (US) waves. This increasingly used technique has the potential to offer both anatomical and functional information.This review presents an overview of the historical and current use of two-dimensional and three-dimensional US imaging for treatment verification in radiotherapy. The US technology and the implementation in the radiotherapy workflow are described. The use of US guidance in the treatment planning process is discussed. The role of US technology in inter-fraction motion monitoring and management is explained, and clinical studies of applications in areas such as the pelvis, abdomen and breast are reviewed. A companion review paper (O'Shea et al 2015 Phys. Med. Biol. submitted) will extensively discuss the use of US imaging for intra-fraction motion quantification and novel applications of US technology to RT.
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Affiliation(s)
- Davide Fontanarosa
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center (MUMC), Maastricht 6201 BN, the Netherlands. Oncology Solutions Department, Philips Research, High Tech Campus 34, Eindhoven 5656 AE, the Netherlands
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12
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Fusion of WiFi, smartphone sensors and landmarks using the Kalman filter for indoor localization. SENSORS 2015; 15:715-32. [PMID: 25569750 PMCID: PMC4327045 DOI: 10.3390/s150100715] [Citation(s) in RCA: 92] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 12/26/2014] [Indexed: 11/23/2022]
Abstract
Location-based services (LBS) have attracted a great deal of attention recently. Outdoor localization can be solved by the GPS technique, but how to accurately and efficiently localize pedestrians in indoor environments is still a challenging problem. Recent techniques based on WiFi or pedestrian dead reckoning (PDR) have several limiting problems, such as the variation of WiFi signals and the drift of PDR. An auxiliary tool for indoor localization is landmarks, which can be easily identified based on specific sensor patterns in the environment, and this will be exploited in our proposed approach. In this work, we propose a sensor fusion framework for combining WiFi, PDR and landmarks. Since the whole system is running on a smartphone, which is resource limited, we formulate the sensor fusion problem in a linear perspective, then a Kalman filter is applied instead of a particle filter, which is widely used in the literature. Furthermore, novel techniques to enhance the accuracy of individual approaches are adopted. In the experiments, an Android app is developed for real-time indoor localization and navigation. A comparison has been made between our proposed approach and individual approaches. The results show significant improvement using our proposed framework. Our proposed system can provide an average localization accuracy of 1 m.
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13
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Image-guided IMRT for localized prostate cancer with daily repositioning: Inferring the difference between planned dose and delivered dose distribution. Phys Med 2014; 30:669-75. [DOI: 10.1016/j.ejmp.2014.04.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2013] [Revised: 03/21/2014] [Accepted: 04/10/2014] [Indexed: 11/19/2022] Open
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Andronache A, Krayenbuehl J, Szekely G, Ciernik IF. Hierarchical enhanced non-rigid registration for target volume correction and propagation for adaptive external beam radiotherapy of carcinoma of the prostate. J Appl Clin Med Phys 2013; 14:222-30. [PMID: 24036876 PMCID: PMC5714560 DOI: 10.1120/jacmp.v14i5.4374] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2013] [Revised: 05/16/2013] [Accepted: 04/28/2013] [Indexed: 11/23/2022] Open
Abstract
Volumes change during fractionated radiotherapy (RT). We investigate a tool based on the Hierarchical Enhanced Registration Algorithm (HERA) to project a 3D segmentation set of the prostate into the subsequent imaging sets at any time point during RT by using intensity-based image registration techniques. Sequential CT sets during RT at 15, 30, 45, and 60 Gy of two patients were used. Five expert clinicians outlined the prostate in a blinded fashion, defining intraobserver and interobserver variability on a set of 35 and 25 scans, respectively. The observer variability and positioning for manual correction was compared to both affine and elastic image registration-based contour propagation. The overall mean error of the registration-based correction of the planning target volume was comparable to the interobserver variability of manual target volume definition. The correction by affine image fusion was inferior to the results of elastic registration. The maximal deviation for the interobserver segmentation was 15.4 mm, 10.5 mm for the affine and 8.0 mm for the elastic registration. The mean interobserver variability was 1.5 (± 1.4) mm, 2.8 (± 2.3) mm for the affine, and 2.2 (± 1.9) mm for the elastic registration. Intensity-based elastic registration of deformable anatomical structures with HERA is suitable for the assessment of changes of prostate volumes for the purpose of target propagation and adaptive radiotherapy.
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Feeney DA, Ober CP, Snyder LA, Hill SA, Jessen CR. ULTRASOUND CRITERIA AND GUIDED FINE-NEEDLE ASPIRATION DIAGNOSTIC YIELDS IN SMALL ANIMAL PERITONEAL, MESENTERIC AND OMENTAL DISEASE. Vet Radiol Ultrasound 2013; 54:638-45. [DOI: 10.1111/vru.12065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Accepted: 05/04/2013] [Indexed: 12/27/2022] Open
Affiliation(s)
- Daniel A. Feeney
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine; University of Minnesota; 1332 Boyd Avenue; St. Paul; MN; 55108
| | - Christopher P. Ober
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine; University of Minnesota; 1332 Boyd Avenue; St. Paul; MN; 55108
| | - Laura A. Snyder
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine; University of Minnesota; 1332 Boyd Avenue; St. Paul; MN; 55108
| | - Sara A. Hill
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine; University of Minnesota; 1332 Boyd Avenue; St. Paul; MN; 55108
| | - Carl R. Jessen
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine; University of Minnesota; 1332 Boyd Avenue; St. Paul; MN; 55108
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16
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Molloy JA, Chan G, Markovic A, McNeeley S, Pfeiffer D, Salter B, Tome WA. Quality assurance of U.S.-guided external beam radiotherapy for prostate cancer: Report of AAPM Task Group 154. Med Phys 2011; 38:857-71. [DOI: 10.1118/1.3531674] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Abstract
This paper reviews the integration of imaging and radiation oncology, and discusses challenges and opportunities for improving the practice of radiation oncology with imaging. An inherent goal of radiation therapy is to deliver enough dose to the tumor to eradicate all cancer cells or to palliate symptoms, while avoiding normal tissue injury. Imaging for cancer diagnosis, staging, treatment planning, and radiation targeting has been integrated in various ways to improve the chance of this occurring. A large spectrum of imaging strategies and technologies has evolved in parallel to advances in radiation delivery. The types of imaging can be categorized into offline imaging (outside the treatment room) and online imaging (inside the treatment room, conventionally termed image-guided radiation therapy). The direct integration of images in the radiotherapy planning process (physically or computationally) often entails trade-offs in imaging performance. Although such compromises may be acceptable given specific clinical objectives, general requirements for imaging performance are expected to increase as paradigms for radiation delivery evolve to address underlying biology and adapt to radiation responses. This paper reviews the integration of imaging and radiation oncology, and discusses challenges and opportunities for improving the practice of radiation oncology with imaging.
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Affiliation(s)
- Laura A Dawson
- Department of Radiation Oncology, Princess Margaret Hospital, University of Toronto, Toronto, Ontario, Canada.
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18
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Benedict SH, Yenice KM, Followill D, Galvin JM, Hinson W, Kavanagh B, Keall P, Lovelock M, Meeks S, Papiez L, Purdie T, Sadagopan R, Schell MC, Salter B, Schlesinger DJ, Shiu AS, Solberg T, Song DY, Stieber V, Timmerman R, Tomé WA, Verellen D, Wang L, Yin FF. Stereotactic body radiation therapy: the report of AAPM Task Group 101. Med Phys 2010; 37:4078-101. [PMID: 20879569 DOI: 10.1118/1.3438081] [Citation(s) in RCA: 1455] [Impact Index Per Article: 97.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Task Group 101 of the AAPM has prepared this report for medical physicists, clinicians, and therapists in order to outline the best practice guidelines for the external-beam radiation therapy technique referred to as stereotactic body radiation therapy (SBRT). The task group report includes a review of the literature to identify reported clinical findings and expected outcomes for this treatment modality. Information is provided for establishing a SBRT program, including protocols, equipment, resources, and QA procedures. Additionally, suggestions for developing consistent documentation for prescribing, reporting, and recording SBRT treatment delivery is provided.
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Affiliation(s)
- Stanley H Benedict
- University of Virginia Health System, Charlottesville, Virginia 22908, USA.
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19
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20
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Budiharto T, Haustermans K, Kovacs G. External Beam Radiotherapy for Prostate Cancer. J Endourol 2010; 24:781-9. [DOI: 10.1089/end.2009.0436] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Tom Budiharto
- Department of Radiotherapy, Leuvens Kanker Instituut, University Hospitals Leuven, Leuven, Belgium
| | - Karin Haustermans
- Department of Radiotherapy, Leuvens Kanker Instituut, University Hospitals Leuven, Leuven, Belgium
| | - Gyoergy Kovacs
- Interdisciplinary Brachytherapy Unit, University Hospital of Schleswig-Holstein Campus Luebeck, Luebeck, Germany
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21
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Prager RW, Ijaz UZ, Gee AH, Treece GM. Three-dimensional ultrasound imaging. Proc Inst Mech Eng H 2010; 224:193-223. [PMID: 20349815 DOI: 10.1243/09544119jeim586] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
This review is about the development of three-dimensional (3D) ultrasonic medical imaging, how it works, and where its future lies. It assumes knowledge of two-dimensional (2D) ultrasound, which is covered elsewhere in this issue. The three main ways in which 3D ultrasound may be acquired are described: the mechanically swept 3D probe, the 2D transducer array that can acquire intrinsically 3D data, and the freehand 3D ultrasound. This provides an appreciation of the constraints implicit in each of these approaches together with their strengths and weaknesses. Then some of the techniques that are used for processing the 3D data and the way this can lead to information of clinical value are discussed. A table is provided to show the range of clinical applications reported in the literature. Finally, the discussion relating to the technology and its clinical applications to explain why 3D ultrasound has been relatively slow to be adopted in routine clinics is drawn together and the issues that will govern its development in the future explored.
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Affiliation(s)
- R W Prager
- Department of Engineering, University of Cambridge, Cambridge, UK.
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22
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Foster RD, Solberg TD, Li HS, Kerkhoff A, Enke CA, Willoughby TR, Kupelian PA. Comparison of transabdominal ultrasound and electromagnetic transponders for prostate localization. J Appl Clin Med Phys 2010; 11:2924. [PMID: 20160686 PMCID: PMC5719783 DOI: 10.1120/jacmp.v11i1.2924] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2008] [Revised: 10/15/2009] [Accepted: 10/14/2009] [Indexed: 12/25/2022] Open
Abstract
The aim of this study is to compare two methodologies of prostate localization in a large cohort of patients. Daily prostate localization using B‐mode ultrasound has been performed at the Nebraska Medical Center since 2000. More recently, a technology using electromagnetic transponders implanted within the prostate was introduced into our clinic (Calypso). With each technology, patients were localized initially using skin marks. Localization error distributions were determined from offsets between the initial setup positions and those determined by ultrasound or Calypso. Ultrasound localization data was summarized from 16,619 imaging sessions spanning seven years. Calypso localization data consists of 1524 fractions in 41 prostate patients treated in the course of a clinical trial at five institutions and 640 localizations from the first 16 patients treated with our clinical system. Ultrasound and Calypso patients treated between March and September 2007 at the Nebraska Medical Center were analyzed and compared, allowing a single institutional comparison of the two technologies. In this group of patients, the isocenter determined by ultrasound‐based localization is on average 5.3 mm posterior to that determined by Calypso, while the systematic and random errors and PTV margins calculated from the ultrasound localizations were 3–4 times smaller than those calculated from the Calypso localizations. Our study finds that there are systematic differences between Calypso and ultrasound for prostate localization. PACS number: 87.63.dh
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Affiliation(s)
- Ryan D Foster
- Department of Radiation Oncology, UT Southwestern Medical Center at Dallas, Dallas, TX 75390-9183, USA.
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23
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Alongi F, Di Muzio N. Image-guided radiation therapy: a new era for the radiation oncologist? Int J Clin Oncol 2009; 14:568-9. [DOI: 10.1007/s10147-009-0896-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2009] [Accepted: 03/15/2009] [Indexed: 10/20/2022]
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24
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Cazoulat G, de Crevoisier R, Simon A, Louvel G, Manens JP, Lafond C, Haigron P. Bénéfice volumétrique de la radiothérapie guidée par l’image dans les cancers prostatiques : marges et cartographies de probabilité de présence. Cancer Radiother 2009; 13:365-74. [DOI: 10.1016/j.canrad.2009.06.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2009] [Revised: 05/27/2009] [Accepted: 06/02/2009] [Indexed: 10/20/2022]
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25
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Rodríguez Cordón M, Ferrer Albiach C. Theoretical aspects of implementation of kilovoltage cone-beam CT onboard linear accelerator for image-guided radiotherapy. Clin Transl Oncol 2009; 11:511-7. [DOI: 10.1007/s12094-009-0395-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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26
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Carson PL, Fenster A. Anniversary paper: evolution of ultrasound physics and the role of medical physicists and the AAPM and its journal in that evolution. Med Phys 2009; 36:411-28. [PMID: 19291980 DOI: 10.1118/1.2992048] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Ultrasound has been the greatest imaging modality worldwide for many years by equipment purchase value and by number of machines and examinations. It is becoming increasingly the front end imaging modality; serving often as an extension of the physician's fingers. We believe that at the other extreme, high-end systems will continue to compete with all other imaging modalities in imaging departments to be the method of choice for various applications, particularly where safety and cost are paramount. Therapeutic ultrasound, in addition to the physiotherapy practiced for many decades, is just coming into its own as a major tool in the long progression to less invasive interventional treatment. The physics of medical ultrasound has evolved over many fronts throughout its history. For this reason, a topical review, rather than a primarily chronological one is presented. A brief review of medical ultrasound imaging and therapy is presented, with an emphasis on the contributions of medical physicists, the American Association of Physicists in Medicine (AAPM) and its publications, particularly its journal Medical Physics. The AAPM and Medical Physics have contributed substantially to training of physicists and engineers, medical practitioners, technologists, and the public.
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Affiliation(s)
- Paul L Carson
- Department of Radiology, University of Michigan Health System, 3218C Medical Science I, B Wing SPC 5667, 1301 Catherine Street, Ann Arbor, Michigan 48109-5667, USA.
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27
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Berrang TS, Truong PT, Popescu C, Drever L, Kader HA, Hilts ML, Mitchell T, Soh SY, Sands L, Silver S, Olivotto IA. 3D Ultrasound Can Contribute to Planning CT to Define the Target for Partial Breast Radiotherapy. Int J Radiat Oncol Biol Phys 2009; 73:375-83. [PMID: 18692322 DOI: 10.1016/j.ijrobp.2008.04.041] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2008] [Revised: 04/15/2008] [Accepted: 04/17/2008] [Indexed: 11/16/2022]
Affiliation(s)
- Tanya S Berrang
- Radiation Therapy Program, British Columbia Cancer Agency, Vancouver Island Centre, Victoria, BC, Canada
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28
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Tomé WA, Orton NP. Quality Assurance of Ultrasound Imaging Systems for Target Localization and Online Setup Corrections. Int J Radiat Oncol Biol Phys 2008; 71:S53-6. [DOI: 10.1016/j.ijrobp.2007.05.088] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2007] [Revised: 05/29/2007] [Accepted: 05/31/2007] [Indexed: 10/22/2022]
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29
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Scarbrough TJ. In Reply to Dr. Boda-Heggemann et al. Int J Radiat Oncol Biol Phys 2008. [DOI: 10.1016/j.ijrobp.2007.08.069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Abstract
Technological developments in image-guided radiotherapy systems have introduced new considerations to the treatment-planning process. These include more rational assessment and reduction of treatment margins; adaptation of treatment plans according to information gathered as treatment progresses; and facilitation of treatments involving the delivery of large, highly focused doses of radiation to tumors. We examine the performance of different treatment-room image-guidance systems in terms of target position accuracy; such information is important for determining treatment margins and deciding on an appropriate correction strategy. Some clinical situations may warrant a modification to a patient's treatment plan part way through a course of treatment, such as tumor shrinkage in response to treatment and daily organ variation. We discuss the challenges and review proposed strategies for treatment-plan adaptation. Image guidance in combination with 3-dimensional conformal and intensity-modulated radiotherapy has provided the tools for clinical trials of single-dose and hypofractionated treatment as an alternative to standard fractionation. We discuss the clinical realization of this treatment paradigm in various disease sites.
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Affiliation(s)
- Gig S Mageras
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY 10021, USA.
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31
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32
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de Crevoisier R, Isambert A, Lisbona A, Bodez V, Marguet M, Lafay F, Remonnay R, Lagrange JL. Radiothérapie guidée par l'image. Cancer Radiother 2007; 11:296-304. [PMID: 17889585 DOI: 10.1016/j.canrad.2007.08.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Recent advances in radiation oncology are based on improvement in dose distribution thanks to IMRT and improvement in target definition through new diagnostic imaging such as spectroscopic or functional MRI or PET. However, anatomic variations may occur during treatment decreasing the benefit of such optimization. Image-guided radiotherapy reduces geometric uncertainties occurring during treatment and therefore should reduce dose delivered to healthy tissues and enable dose escalation to enhance tumour control. However, IGRT experience is still limited, while a wide panel of IGRT modalities is available. A strong quality control is required for safety and proper evaluation of the clinical benefit of IGRT combined or not with IMRT.
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Affiliation(s)
- R de Crevoisier
- Département de Radiothérapie, Institut Gustave-Roussy, 39, rue Camille-Desmoulins, 94805, Villejuif, France.
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33
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Scarbrough TJ, Ting JY, Kuritzky N. Ultrasound for radiotherapy targeting. Int J Radiat Oncol Biol Phys 2007; 68:1579; author reply 1579-80. [PMID: 17674986 DOI: 10.1016/j.ijrobp.2007.04.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2007] [Accepted: 04/11/2007] [Indexed: 11/22/2022]
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34
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Kupelian PA, Willoughby TR, Reddy CA, Klein EA, Mahadevan A. Hypofractionated Intensity-Modulated Radiotherapy (70 Gy at 2.5 Gy Per Fraction) for Localized Prostate Cancer: Cleveland Clinic Experience. Int J Radiat Oncol Biol Phys 2007; 68:1424-30. [PMID: 17544601 DOI: 10.1016/j.ijrobp.2007.01.067] [Citation(s) in RCA: 282] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2006] [Revised: 01/25/2007] [Accepted: 01/27/2007] [Indexed: 10/23/2022]
Abstract
PURPOSE To study the outcomes in patients treated for localized prostate cancer with 70 Gy delivered at 2.5-Gy/fraction within 5 weeks. METHODS AND MATERIALS The study sample included all 770 consecutive patients with localized prostate cancer treated with hypofractionated intensity-modulated radiotherapy at the Cleveland Clinic between 1998 and 2005. The median follow-up was 45 months (maximum, 86). Both the American Society for Therapeutic Radiology and Oncology (ASTRO) biochemical failure definition and the alternate nadir + 2 ng/mL definition were used. RESULTS The overall 5-year ASTRO biochemical relapse-free survival rate was 82% (95% confidence interval, 79-85%), and the 5-year nadir + 2 ng/mL rate was 83% (95% confidence interval, 79-86%). For patients with low-risk, intermediate-risk, and high-risk disease, the 5-year ASTRO rate was 95%, 85%, and 68%, respectively. The 5-year nadir + 2 ng/mL rate for patients with low-, intermediate-, and high-risk disease was 94%, 83%, and 72%, respectively. The Radiation Therapy Oncology Group acute rectal toxicity scores were 0 in 51%, 1 in 40%, and 2 in 9% of patients. The acute urinary toxicity scores were 0 in 33%, 1 in 48%, 2 in 18%, and 3 in 1% of patients. The late rectal toxicity scores were 0 in 89.6%, 1 in 5.9%, 2 in 3.1%, 3 in 1.3%, and 4 in 0.1% (1 patient). The late urinary toxicity scores were 0 in 90.5%, 1 in 4.3%, 2 in 5.1%, and 3 in 0.1% (1 patient). CONCLUSION The outcomes after high-dose hypofractionation were acceptable in the entire cohort of patients treated with the schedule of 70 at 2.5 Gy/fraction.
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Affiliation(s)
- Patrick A Kupelian
- Department of Radiation Oncology, M.D. Anderson Cancer Center Orlando, Orlando, FL 32806, USA.
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35
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Abstract
Imaging is central to radiation oncology practice, with advances in radiation oncology occurring in parallel to advances in imaging. Targets to be irradiated and normal tissues to be spared are delineated on computed tomography (CT) scans in the planning process. Computer-assisted design of the radiation dose distribution ensures that the objectives for target coverage and avoidance of healthy tissue are achieved. The radiation treatment units are now recognized as state-of-the-art robotics capable of three-dimensional soft tissue imaging immediately before, during, or after radiation delivery, improving the localization of the target at the time of radiation delivery, to ensure that radiation therapy is delivered as planned. Frequent imaging in the treatment room during a course of radiation therapy, with decisions made on the basis of imaging, is referred to as image-guided radiation therapy (IGRT). IGRT allows changes in tumor position, size, and shape to be measured during the course of therapy, with adjustments made to maximize the geometric accuracy and precision of radiation delivery, reducing the volume of healthy tissue irradiated and permitting dose escalation to the tumor. These geometric advantages increase the chance of tumor control, reduce the risk of toxicity after radiotherapy, and facilitate the development of shorter radiotherapy schedules. By reducing the variability in delivered doses across a population of patients, IGRT should also improve interpretation of future clinical trials.
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Affiliation(s)
- Laura A Dawson
- Radiation Medicine Program, Princess Margaret Hospital, University of Toronto, Toronto, ON, Canada.
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36
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Kupelian P, Willoughby T, Mahadevan A, Djemil T, Weinstein G, Jani S, Enke C, Solberg T, Flores N, Liu D, Beyer D, Levine L. Multi-institutional clinical experience with the Calypso System in localization and continuous, real-time monitoring of the prostate gland during external radiotherapy. Int J Radiat Oncol Biol Phys 2007; 67:1088-98. [PMID: 17187940 DOI: 10.1016/j.ijrobp.2006.10.026] [Citation(s) in RCA: 375] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2006] [Accepted: 10/15/2006] [Indexed: 10/23/2022]
Abstract
PURPOSE To report the clinical experience with an electromagnetic treatment target positioning and continuous monitoring system in patients with localized prostate cancer receiving external beam radiotherapy. METHODS AND MATERIALS The Calypso System is a target positioning device that continuously monitors the location of three implanted electromagnetic transponders at a rate of 10 Hz. The system was used at five centers to position 41 patients over a full course of therapy. Electromagnetic positioning was compared to setup using skin marks and to stereoscopic X-ray localization of the transponders. Continuous monitoring was performed in 35 patients. RESULTS The difference between skin mark vs. the Calypso System alignment was found to be >5 mm in vector length in more than 75% of fractions. Comparisons between the Calypso System and X-ray localization showed good agreement. Qualitatively, the continuous motion was unpredictable and varied from persistent drift to transient rapid movements. Displacements > or =3 and > or =5 mm for cumulative durations of at least 30 s were observed during 41% and 15% of sessions. In individual patients, the number of fractions with displacements > or =3 mm ranged from 3% to 87%; whereas the number of fractions with displacements > or =5 mm ranged from 0% to 56%. CONCLUSION The Calypso System is a clinically efficient and objective localization method for positioning prostate patients undergoing radiotherapy. Initial treatment setup can be performed rapidly, accurately, and objectively before radiation delivery. The extent and frequency of prostate motion during radiotherapy delivery can be easily monitored and used for motion management.
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37
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de Crevoisier R, Lagrange JL, Messai T, M'Barek B, Lefkopoulos D. Dispositifs de repositionnement prostatique sous l'accélérateur linéaire. Cancer Radiother 2006; 10:394-401. [PMID: 17035061 DOI: 10.1016/j.canrad.2006.09.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The development of sophisticated conformal radiation therapy techniques for prostate cancer, such as intensity-modulated radiotherapy, implies precise and accurate targeting. Inter- and intrafraction prostate motion can be significant and should be characterized, unless the target volume may occasionally be missed. Indeed, bony landmark-based portal imaging does not provide the positional information for soft-tissue targets (prostate and seminal vesicles) or critical organs (rectum and bladder). In this article, we describe various prostate localization systems used before or during the fraction: rectal balloon, intraprostatic fiducials, ultrasound-based localization, integrated CT/linear accelerator system, megavoltage or kilovoltage cone-beam CT, Calypso 4D localization system tomotherapy, Cyberknife and Exactrac X-Ray 6D. The clinical benefit in using such prostate localization tools is not proven by randomized studies and the feasibility has just been established for some of these techniques. Nevertheless, these systems should improve local control by a more accurate delivery of an increased prescribed dose in a reduced planning target volume.
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Affiliation(s)
- R de Crevoisier
- Département de Radiothérapie, Institut Gustave-Roussy, 39, Rue Camille-Desmoulins, 94805 Villejuif, France.
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Cury FLB, Shenouda G, Souhami L, Duclos M, Faria SL, David M, Verhaegen F, Corns R, Falco T. Ultrasound-based image guided radiotherapy for prostate cancer: comparison of cross-modality and intramodality methods for daily localization during external beam radiotherapy. Int J Radiat Oncol Biol Phys 2006; 66:1562-7. [PMID: 17056194 DOI: 10.1016/j.ijrobp.2006.07.1375] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2006] [Revised: 07/12/2006] [Accepted: 07/19/2006] [Indexed: 10/24/2022]
Abstract
PURPOSE To compare two different ultrasound-based verification systems for prostate alignment during daily external beam radiation therapy (EBRT) for localized prostate cancer. METHODS AND MATERIALS Prostate displacements were measured prospectively in 40 patients undergoing daily EBRT. Comparison was made between a system based on the cross-modality verification method (CMVM), which uses two different imaging modalities to assess organ motion, and a system based on the intramodality verification method (IMVM), which uses only one imaging modality for such assessment. A total of 217 CMVM and 217 IMVM displacements were collected within a minute of each other. In 10 patients, IMVM displacements were also compared with those measured by sequential CT scans. RESULTS Analysis in the paired CMVM and IMVM displacements shows a significant mean difference of 0.9 +/- 3.3 mm in the lateral and 6.0 +/- 5.1 mm in the superoinferior directions (p < 0.0001), whereas no significant difference was detected in the anteroposterior direction between the two methods. Comparison of the computed tomography scan and IMVM measured displacements shows no significant difference between the two methods, with mean values of 0.2 +/- 1.7 mm in the lateral, -0.3 +/- 1.6 mm in the anteroposterior, and 0.1 +/- 1.4 mm in the superoinferior directions. CONCLUSIONS A significant systematic difference exists between cross-modality and intramodality methods when assessing prostate alignment during daily EBRT. Because displacements assessed by IMVM are consistent with those assessed by computed tomography scan, a more accurate prostate alignment appears to be obtained when the IMVM method is used.
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Affiliation(s)
- Fabio L B Cury
- Department of Oncology, Division of Radiation Oncology, McGill University, Montreal, Quebec, Canada
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39
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Abstract
Technological advances have greatly enhanced the specialty of radiation oncology by allowing more healthy tissue to be spared for the same or better tumour coverage. Developments in medical imaging are integral to radiation oncology, both for design of treatment plans and to localise the target for precise administration of radiation. At planning, definition of the tumour and healthy tissue is based on CT, augmented frequently with MRI and PET. At treatment, three-dimensional soft-tissue imaging can also be used to localise the target and tumour motion can be tracked with fluoroscopic imaging of radio-opaque markers implanted in or near the tumour. These developments allow changes in tumour position, size, and shape that take place during radiotherapy to be measured and accounted for to boost geometric accuracy and precision of radiation delivery. Image-guided treatment also enhances uniformity in doses administered in a population of patients, thus improving our ability to measure the effect of dosimetric and non-dosimetric factors on tumour and healthy tissue outcomes in clinical trials. Increased precision and accuracy of radiotherapy are expected to augment tumour control, reduce incidence and severity of toxic effects after radiotherapy, and facilitate development of more efficient shorter schedules than currently available.
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Affiliation(s)
- Laura A Dawson
- Department of Radiation Oncology, Princess Margaret Hospital, University of Toronto, 610 University Ave, Toronto, ON, Canada M5G 2M9.
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40
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Fuller CD, Thomas CR, Schwartz S, Golden N, Ting J, Wong A, Erdogmus D, Scarbrough TJ. Method comparison of ultrasound and kilovoltage x-ray fiducial marker imaging for prostate radiotherapy targeting. Phys Med Biol 2006; 51:4981-93. [PMID: 16985282 DOI: 10.1088/0031-9155/51/19/016] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Several measurement techniques have been developed to address the capability for target volume reduction via target localization in image-guided radiotherapy; among these have been ultrasound (US) and fiducial marker (FM) software-assisted localization. In order to assess interchangeability between methods, US and FM localization were compared using established techniques for determination of agreement between measurement methods when a 'gold-standard' comparator does not exist, after performing both techniques daily on a sequential series of patients. At least 3 days prior to CT simulation, four gold seeds were placed within the prostate. FM software-assisted localization utilized the ExacTrac X-Ray 6D (BrainLab AG, Germany) kVp x-ray image acquisition system to determine prostate position; US prostate targeting was performed on each patient using the SonArray (Varian, Palo Alto, CA). Patients were aligned daily using laser alignment of skin marks. Directional shifts were then calculated by each respective system in the X, Y and Z dimensions before each daily treatment fraction, previous to any treatment or couch adjustment, as well as a composite vector of displacement. Directional shift agreement in each axis was compared using Altman-Bland limits of agreement, Lin's concordance coefficient with Partik's grading schema, and Deming orthogonal bias-weighted correlation methodology. 1,019 software-assisted shifts were suggested by US and FM in 39 patients. The 95% limits of agreement in X, Y and Z axes were +/-9.4 mm, +/-11.3 mm and +/-13.4, respectively. Three-dimensionally, measurements agreed within 13.4 mm in 95% of all paired measures. In all axes, concordance was graded as 'poor' or 'unacceptable'. Deming regression detected proportional bias in both directional axes and three-dimensional vectors. Our data suggest substantial differences between US and FM image-guided measures and subsequent suggested directional shifts. Analysis reveals that the vast majority of all individual US and FM directional measures may be expected to agree with each other within a range of 1-1.5 cm. Since neither system represents a gold standard, clinical judgment must dictate whether such a difference is of import. As IMRT protocols seek dose escalation and PTV reduction predicated on US- and FM-guided imaging, future studies are needed to address these potential clinically relevant issues regarding the interchangeability and accuracy of novel positional verification techniques. Comparison series with multiple image-guidance systems are needed to refine comparisons between targeting methods. However, we do not advocate interchangeability of US and FM localization methods.
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Affiliation(s)
- Clifton David Fuller
- Department of Radiation Oncology, University of Texas Health Science Center-San Antonio, USA
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Goldner G, Geinitz H, Wachter S, Becker G, Zimmermann F, Wachter-Gerstner N, Glocker S, Pötzi R, Wambersie A, Bamberg M, Molls M, Feldmann H, Pötter R. 3-D Conformal radiotherapy of localized prostate cancer within an Austrian-German multicenter trial: a prospective study of patients' acceptance of the rectal balloon during treatment. Wien Klin Wochenschr 2006; 118:224-9. [PMID: 16794760 DOI: 10.1007/s00508-006-0588-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2005] [Accepted: 03/20/2005] [Indexed: 10/24/2022]
Abstract
PURPOSE Patients with localized prostate cancer are treated with 3D radiotherapy using a rectal balloon catheter for internal immobilization of the prostate, thereby reducing the radiation dose to the dorsal rectal wall. The purpose of the study was to investigate clinical feasibility and the influence of acute rectal side effects and pre-existing hemorrhoids on patients' acceptance of the rectal balloon catheter. METHODS AND MATERIALS 442 patients who underwent primary radiation therapy for localized prostate cancer were included in this prospective Austrian-German multicenter trial. The total radiation dose was either 70 Gy or 74 Gy. Acute rectal side effects were documented using the EORTC/RTOG grading score (European Organisation for Research and Treatment of Cancer/Radiation Therapy 225 Oncology Group) at weeks 2, 4 and 7 of radiation treatment. Within the same time intervals patients were interviewed about their tolerance of the rectal balloon catheter, evaluating five categories of acceptance (1 = no major complaints, 2 = pain at/during application, 3 = signs of blood at the balloon catheter after application but without any pain, 4 = signs of blood at the balloon catheter after application and pain, 5 = balloon application had to be stopped). Voluntary rectoscopy prior to radiotherapy was performed in 310 patients. RESULTS 429/442 patients (97 %) were treated with the balloon catheter. No major complaints were reported in 79 % of the patients and no acute rectal side effects were seen in 52 % of the patients. Grade 1 side effects were seen in 31 % patients, Grade 2 in 17 % and Grade 3 in 0.5 %. Balloon use had to be stopped in only 4 % of the patients. There was significant correlation between balloon discomfort and rectal side effects (p < 0.01). The presence of hemorrhoids in 36 % patients prior to irradiation had no influence on balloon tolerance. CONCLUSIONS The rectal balloon can be used in 3D radiotherapy of localized prostate cancer with a high degree of acceptance by the patients. Use of the balloon is safe within daily clinical treatment. Patients reporting acute rectal side effects experienced significantly more balloon discomfort, but the presence of hemorrhoids was not found to influence acceptance of the balloon.
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Affiliation(s)
- Gregor Goldner
- Department of Radiotherapy and Radiobiology, Vienna General Hospital, University of Vienna Medical School, Vienna, Austria.
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de Crevoisier R, Kuban D, Lefkopoulos D. Radiothérapie guidée par tomodensitométrie associée à l'accélérateur linéaire dans la salle de traitement. Cancer Radiother 2006; 10:245-51. [PMID: 16959518 DOI: 10.1016/j.canrad.2006.06.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/08/2006] [Indexed: 11/20/2022]
Abstract
Target localization has become increasingly important in the advent of IMRT, as treatment margins are reduced and target doses are increased with high-dose gradients outside this target volume. The in-room CT on rails-LINAC system allows CT imaging while the patient remains immobilized in the treatment position just prior to treatment. The anatomic inter- and intra-fractional variations can be therefore quantified during a course of treatment. The position of the tumour can be checked and corrected before the fraction. In case of modification of tumour shape, a re-planning of the treatment is also feasible. However, several issues remain: the integration with routine clinical treatment due to a lack of software tools, the frequency of imaging, and the cost-efficiency ratio. The clinical experience is yet very limited but CT-image-guided radiotherapy appears promising for prostate, brain and spinal tumours.
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Affiliation(s)
- R de Crevoisier
- Département de radiothérapie, institut Gustave-Roussy, 39, rue Camille-Desmoulins, 94805 Villejuif, France
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Allison RR, Gay HA, Mota HC, Sibata CH. Image-guided radiation therapy: current and future directions. Future Oncol 2006; 2:477-92. [PMID: 16922615 DOI: 10.2217/14796694.2.4.477] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Since its discovery, ionizing radiation has been a cornerstone of cancer treatment. In step with technological advances, radiation therapy has strived to increase its therapeutic ratio. With the advent of 3D and cross-sectional imaging, and the ability to modulate the radiation beam, the current age of radiation oncology was initiated, promising better tumor control rates with fewer side effects. However, these ever more precise and conformal treatments have also revealed the importance of accounting for organ and tumor motion. Efforts to understand and compensate for the uncertainties caused by movement are required to ensure accurate conformal radiation therapy. This review will explore the current and future directions of image-guided radiation therapy, whose goal is to increase the accuracy of radiotherapy.
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Affiliation(s)
- Ron R Allison
- The Brody School of Medicine at East Carolina University, Department of Radiation Oncology, 600 Moye Blvd, Greenville, NC 27858-4354, USA.
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Riboldi M, Baroni G, Spadea MF, Bassanini F, Tagaste B, Garibaldi C, Orecchia R, Pedotti A. Robust frameless stereotactic localization in extra-cranial radiotherapy. Med Phys 2006; 33:1141-52. [PMID: 16696492 DOI: 10.1118/1.2181299] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
In the field of extra-cranial radiotherapy, several inaccuracies can make the application of frameless stereotactic localization techniques error-prone. When optical tracking systems based on surface fiducials are used, inter- and intra-fractional uncertainties in marker three-dimensional (3D) detection may lead to inexact tumor position estimation, resulting in erroneous patient setup. This is due to the fact that external fiducials misdetection results in deformation effects that are poorly handled in a rigid-body approach. In this work, the performance of two frameless stereotactic localization algorithms for 3D tumor position reconstruction in extra-cranial radiotherapy has been specifically tested. Two strategies, unweighted versus weighted, for stereotactic tumor localization were examined by exploiting data coming from 46 patients treated for extra-cranial lesions. Measured isocenter displacements and rotations were combined to define isocentric procedures, featuring 6 degrees of freedom, for correcting patient alignment (isocentric positioning correction). The sensitivity of the algorithms to uncertainties in the 3D localization of fiducials was investigated by means of 184 numerical simulations. The performance of the implemented isocentric positioning correction was compared to conventional point-based registration. The isocentric positioning correction algorithm was tested on a clinical dataset of inter-fractional and intra-fractional setup errors, which was collected by means of an optical tracker on the same group of patients. The weighted strategy exhibited a lower sensitivity to fiducial localization errors in simulated misalignments than those of the unweighted strategy. Isocenter 3D displacements provided by the weighted strategy were consistently smaller than those featured by the unweighted strategy. The peak decrease in median and quartile values of isocenter 3D displacements were 1.4 and 2.7 mm, respectively. Concerning clinical data, the weighted strategy isocentric positioning correction provided the reduction of fiducial registration errors, featuring up to 61.7% decrease in median values (versus 46.8% for the unweighted strategy) of initial displacements. The weighted strategy proved high performance in minimizing the effects of fiducial localization errors, showing a great potential in improving patient setup. The clinical data analysis revealed that the application of a robust reconstruction algorithm may provide high-quality results in patient setup verification, by properly managing external fiducials localization errors.
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Affiliation(s)
- Marco Riboldi
- TBMLab, Department of Bioengineering, Politecnico di Milano University, Pza Leonardo da Vinci 32, Milano 20133, Italy.
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Scarbrough TJ, Golden NM, Ting JY, Fuller CD, Wong A, Kupelian PA, Thomas CR. Comparison of ultrasound and implanted seed marker prostate localization methods: Implications for image-guided radiotherapy. Int J Radiat Oncol Biol Phys 2006; 65:378-87. [PMID: 16563658 DOI: 10.1016/j.ijrobp.2006.01.008] [Citation(s) in RCA: 126] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2005] [Revised: 01/01/2006] [Accepted: 01/02/2006] [Indexed: 11/20/2022]
Abstract
PURPOSE To analyze two methods of image-guided radiotherapy (IGRT) for external beam radiotherapy of prostate cancer. METHODS AND MATERIALS The prostate was localized by ultrasound (US) in lateral (left/right), vertical (anteroposterior), and longitudinal (superior/inferior) dimensions and then by fiducial seed marker (SM) kV X-ray. Assuming initial setup to skin marks as the origin, the mean suggested shifts (for all dimensions) were hypothesized to be similar and within 1 mm of the origin. The three-dimensional distance discrepancy between suggested SM and US shift points was calculated. We hypothesized a mean discrepancy >5 mm as clinically significant. RESULTS From 40 patients, 1019 US/SM measurements were obtained. Lateral, vertical, and longitudinal dimensional comparisons reveal statistically significant differences in mean shifts (p < 0.0001 for all). US dimensional shifts reveal significantly greater variability. The US three-dimensional vector is greater and more variable than the SM vector (p < 0.0001). The mean US/SM three-dimensional distance discrepancy is 8.8 mm (significantly >5 mm, p < 0.0001). CONCLUSIONS Ultrasound and SM methods suggest different shifts. US data reveal greater systematic/random error vs. SM data. The US data suggest larger PTV expansion margins (approximately 9 mm) are necessary for US IGRT vs. SM IGRT (approximately 3 mm). The hypotheses that US and SM methods suggest similar shifts and that the mean US/SM three-dimensional distance discrepancy is < or =5 mm are rejected.
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Wu Q, Ivaldi G, Liang J, Lockman D, Yan D, Martinez A. Geometric and dosimetric evaluations of an online image-guidance strategy for 3D-CRT of prostate cancer. Int J Radiat Oncol Biol Phys 2006; 64:1596-609. [PMID: 16580509 DOI: 10.1016/j.ijrobp.2005.12.029] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2005] [Revised: 12/15/2005] [Accepted: 12/15/2005] [Indexed: 11/25/2022]
Abstract
PURPOSE To evaluate an online image-guidance strategy for conformal treatment of prostate cancer and to estimate margin-reduction benefits. METHODS AND MATERIALS Twenty-eight patients with at least 16 helical computed tomography scans were each used in this study. Two prostate soft-tissue registration methods, including sagittal rotation, were evaluated. Setup errors and rigid organ motion were corrected online; non-rigid and intrafraction motion were included in offline analysis. Various clinical target volume-planning target volume (CTV-PTV) margins were applied. Geometrical evaluations included analyses of isocenter shifts and rotations and overlap index. Dosimetric evaluations included minimum dose and equivalent uniform dose (EUD) for prostate and gEUD for rectum. RESULTS Average isocenter shift and rotation were (dX,dY,dZ,theta) = (0.0 +/- 0.7,-1.1 +/- 4.0,-0.1 +/- 2.5,0.7 degrees +/- 2.0 degrees ) mm. Prostate motion in anterior-posterior (AP) direction was significantly higher than superior-inferior and left-right (LR) directions. This observation was confirmed by isocenter shift in perspectives AP (1.8 +/- 1.8 mm) and RL (3.7 +/- 3.0 mm). Organ motion degrades target coverage and reduces doses to rectum. If 2% dose reduction on prostate D(99) is allowed for 90% patients, then minimum 3 mm margins are necessary with ideal image registration. CONCLUSIONS Significant margin reduction can be achieved through online image guidance. Certain margins are still required for nonrigid and intrafraction motion. To further reduce margin, a strategy that combines online geometric intervention and offline dose replanning is necessary.
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Affiliation(s)
- Qiuwen Wu
- Department of Radiation Oncology, William Beaumont Hospital, Royal Oak, MI 48073, USA.
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