1
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Lafreniere S, Padasdao B, Konh B. Towards Design and Development of an MRI Conditional Robot to Enable Curvilinear Transperineal Prostate Biopsy. Int J Med Robot 2024; 20:e70015. [PMID: 39641325 PMCID: PMC11745543 DOI: 10.1002/rcs.70015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 11/11/2024] [Accepted: 11/18/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND In-bore MRI prostate biopsy offers improved visualisation and detection of significant prostate cancer; however, it is not widely practiced in cancer diagnosis due to its associated costs. METHODS This work introduces the first prototype towards a 7-degrees-of-freedom (DOF) MRI-conditional piezoelectrically actuated robotic system for transperineal prostate biopsy. The robot enables needle insertions in the desired trajectories. Kinematic and static models of the active needle as well as automated control of the robot are presented. RESULTS It is shown that the controller can force the needle to realize the reference sine and triangular bending angles with an accuracy of 1.78 and 1.88°, respectively, in air. The trajectory tracking capability of the system in free space is shown with an RMS error of 0.86 mm and a standard deviation of 0.36 mm. CONCLUSIONS The robot's capability to steer the needle towards target inside a phantom and extract a sample was evaluated.
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Affiliation(s)
- Samuel Lafreniere
- Department of Mechanical Engineering, University of Hawaii at Manoa, 2540 Dole St., Holmes Hall 302, Honolulu, HI 96822
| | - Blayton Padasdao
- Department of Mechanical Engineering, University of Hawaii at Manoa, 2540 Dole St., Holmes Hall 302, Honolulu, HI 96822
| | - Bardia Konh
- Department of Mechanical Engineering, University of Hawaii at Manoa, 2540 Dole St., Holmes Hall 302, Honolulu, HI 96822
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2
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Bernardes MC, Moreira P, Lezcano D, Foley L, Tuncali K, Tempany C, Kim JS, Hata N, Iordachita I, Tokuda J. In Vivo Feasibility Study: Evaluating Autonomous Data-Driven Robotic Needle Trajectory Correction in MRI-Guided Transperineal Procedures. IEEE Robot Autom Lett 2024; 9:8975-8982. [PMID: 39371576 PMCID: PMC11448709 DOI: 10.1109/lra.2024.3455940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/08/2024]
Abstract
This study addresses the targeting challenges in MRI-guided transperineal needle placement for prostate cancer (PCa) diagnosis and treatment, a procedure where accuracy is crucial for effective outcomes. We introduce a parameter-agnostic trajectory correction approach incorporating a data-driven closed-loop strategy by radial displacement and an FBG-based shape sensing to enable autonomous needle steering. In an animal study designed to emulate clinical complexity and assess MRI compatibility through a PCa mock biopsy procedure, our approach demonstrated a significant improvement in targeting accuracy (p<0.05), with mean target error of only 2.2 ± 1.9 mm on first insertion attempts, without needle reinsertions. To the best of our knowledge, this work represents the first in vivo evaluation of robotic needle steering with FBG-sensor feedback, marking a significant step towards its clinical translation.
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Affiliation(s)
| | - Pedro Moreira
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | | | - Lori Foley
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Kemal Tuncali
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Clare Tempany
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jin Seob Kim
- Johns Hopkins University, Baltimore, MD 21218, USA
| | - Nobuhiko Hata
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | | | - Junichi Tokuda
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
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3
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Wang B, Tao K, Hu X, Chen W, Wen Z, Liu X, You C, Geng Z, Li X, Liu R, Wu D. Intravascular Optical Coherence Tomography Utilizing a Miniature Piezoelectric-Driven Probe. IEEE Trans Biomed Eng 2023; 70:3490-3500. [PMID: 37379179 DOI: 10.1109/tbme.2023.3290210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/30/2023]
Abstract
Intravascular optical coherence tomography (IV-OCT) is crucial for evaluating lumen dimensions and guiding interventional procedures. However, traditional catheter-based IV-OCT faces challenges in achieving precise and full-field 360° imaging in tortuous vessels. Current IV-OCT catheters that employ proximal actuators and torque coils are susceptible to non-uniform rotational distortion (NURD) in tortuous vessels, while distal micromotor-driven catheters struggle with complete 360° imaging due to wiring artifacts. In this study, we developed a miniature optical scanning probe with an integrated piezoelectric-driven fiber optic slip ring (FOSR) to facilitate smooth navigation and precise imaging within tortuous vessels. The FOSR features a coil spring-wrapped optical lens serving as a rotor, enabling efficient 360° optical scanning. The structurally-and-functionally-integrated design significantly streamlines the probe (with a diameter of 0.85 mm and a length of 7 mm) while maintaining an excellent rotational speed of 10,000 rpm. High-precision 3D printing technology ensures accurate optical alignment of the fiber and lens inside the FOSR, with a maximum insertion loss variation of 2.67 dB during probe rotation. Finally, a vascular model demonstrated smooth probe insertion into the carotid artery, and imaging of oak leaf, metal rod phantoms, and ex vivo porcine vessels verified its capabilities for precise optical scanning, comprehensive 360° imaging, and artifact elimination. The FOSR probe exhibits small size, rapid rotation, and optical precision scanning, rendering it exceptionally promising for cutting-edge intravascular optical imaging techniques.
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4
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Bernardes MC, Moreira P, Mareschal L, Tempany C, Tuncali K, Hata N, Tokuda J. Data-driven adaptive needle insertion assist for transperineal prostate interventions. Phys Med Biol 2023; 68:10.1088/1361-6560/accefa. [PMID: 37080237 PMCID: PMC10249778 DOI: 10.1088/1361-6560/accefa] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 04/20/2023] [Indexed: 04/22/2023]
Abstract
Objective.Clinical outcomes of transperineal prostate interventions, such as biopsy, thermal ablations, and brachytherapy, depend on accurate needle placement for effectiveness. However, the accurate placement of a long needle, typically 150-200 mm in length, is challenging due to needle deviation induced by needle-tissue interaction. While several approaches for needle trajectory correction have been studied, many of them do not translate well to practical applications due to the use of specialized needles not yet approved for clinical use, or to relying on needle-tissue models that need to be tailored to individual patients.Approach.In this paper, we present a robot-assisted collaborative needle insertion method that only requires an actuated passive needle guide and a conventional needle. The method is designed to assist a physician inserting a needle manually through a needle guide. If the needle is deviated from the intended path, actuators shifts the needle radially in order to steer the needle trajectory and compensate for needle deviation adaptively. The needle guide is controlled by a new data-driven algorithm which does not requirea prioriinformation about needle or tissue properties. The method was evaluated in experiments with bothin vitroandex vivophantoms.Main results.The experiments inex vivotissue reported a mean final placement error of 0.36 mm with a reduction of 96.25% of placement error when compared to insertions without the use of assistive correction.Significance.Presented results show that the proposed closed-loop formulation can be successfully used to correct needle deflection during collaborative manual insertion with potential to be easily translated into clinical application.
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Affiliation(s)
- Mariana C Bernardes
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Pedro Moreira
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Lisa Mareschal
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Clare Tempany
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Kemal Tuncali
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Nobuhiko Hata
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Junichi Tokuda
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America
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5
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Liang H, Tse ZTH. MR conditional prostate intervention systems and actuations review. Proc Inst Mech Eng H 2023; 237:18-34. [PMID: 36458323 PMCID: PMC9841823 DOI: 10.1177/09544119221136169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Magnetic resonance imaging (MRI) has the ability to provide high-resolution images of soft tissues without the use of radiation. So much research has been focused on the development of actuators and robotic devices that can be used in the MRI environment so "real-time" images can be obtained during surgeries. With real-time guidance from MRI, robots can perform surgical procedures with high accuracy and through less invasive routes. This technique can also significantly reduce the operation time and simplify pre-surgical procedures. Therefore, research on robot-assisted MRI-guided prostate intervention has attracted a great deal of interest, and several successful clinical trials have been published in recent years, pointing to the great potential of this technology. However, the development of MRI-guided robots is still in the primary stage, and collaboration between researchers and commercial suppliers is still needed to improve such robot systems. This review presents an overview of MRI-guided prostate intervention devices and actuators. Additionally, the expected technical challenges and future advances in this field are discussed.
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Affiliation(s)
| | - Zion Tsz Ho Tse
- Zion Tsz Ho Tse, School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, London E1 4NS, UK.
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6
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Biswas P, Dehghani H, Sikander S, Song SE. Kinematic and mechanical modelling of a novel 4-DOF robotic needle guide for MRI-guided prostate intervention. BIOMEDICAL ENGINEERING ADVANCES 2022; 4:100036. [PMID: 35968253 PMCID: PMC9365025 DOI: 10.1016/j.bea.2022.100036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Traditionally ultrasound-guided biopsy has been used to diagnose prostate cancer despite of its poor soft tissue contrast and frequent false negative results. Magnetic Resonance Imaging (MRI) has the advantage of excellent soft tissue contrast for guiding and monitoring prostate biopsy. However, its working area and access in the confined MRI bore space limit the use of interventional guide devices including robotic systems. To provide robotic precision, greater access, and compact design, we designed a novel robotic mechanism that can provide four degrees of freedom (DOF) manipulation in a compact form comparable to size of manual templates. To develop the mechanism, we established a mathematical model of inverse and forward kinematics and prototyped a proof-of-concept needle guide for MRI guided prostate biopsy. The mechanism was materialized using four discs that house small passive spherical joints that can be moved by rotating the discs consisting of grooved profile. With an initial needle insertion angle range of ±15°, we identified mathematical and kinematic parameters for the mechanism design and fabricated the first prototype that has dimension of 40 × 110 × 180 mm3. The prototype demonstrated that the unique robotic manipulation can physically be delivered and could provide precise needle guidance including angulated needle insertion with higher structural rigidity.
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Affiliation(s)
- Pradipta Biswas
- Department of Mechanical and Aerospace Engineering, University of Central Florida, Orlando, FL, United States
| | | | - Sakura Sikander
- Department of Mechanical and Aerospace Engineering, University of Central Florida, Orlando, FL, United States
| | - Sang-Eun Song
- Department of Mechanical and Aerospace Engineering, University of Central Florida, Orlando, FL, United States
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7
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Li Y, Yang C, Bahl A, Persad R, Melhuish C. A review on the techniques used in prostate brachytherapy. COGNITIVE COMPUTATION AND SYSTEMS 2022. [DOI: 10.1049/ccs2.12067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Affiliation(s)
- Yanlei Li
- Bristol Robotics Laboratory University of the West of England Bristol UK
| | - Chenguang Yang
- Bristol Robotics Laboratory University of the West of England Bristol UK
| | - Amit Bahl
- University Hospitals Bristol and Weston NHS Trust and Bristol Robotics Laboratory University of the West of England Bristol UK
| | - Raj Persad
- University Hospitals Bristol and Weston NHS Trust and Bristol Robotics Laboratory University of the West of England Bristol UK
| | - Chris Melhuish
- Bristol Robotics Laboratory University of the West of England Bristol UK
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8
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Hofstetter LW, Hadley JR, Merrill R, Pham H, Fine GC, Parker DL. MRI-compatible electromagnetic servomotor for image-guided medical robotics. COMMUNICATIONS ENGINEERING 2022; 1:4. [PMID: 36700241 PMCID: PMC9873480 DOI: 10.1038/s44172-022-00001-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 02/22/2022] [Indexed: 02/01/2023]
Abstract
The soft-tissue imaging capabilities of magnetic resonance imaging (MRI) combined with high precision robotics has the potential to improve the precision and safety of a wide range of image-guided medical procedures. However, functional MRI-compatible robotics have not yet been realized in part because conventional electromagnetic servomotors can become dangerous projectiles near the strong magnetic field of an MRI scanner. Here we report an electromagnetic servomotor constructed from non-magnetic components, where high-torque and controlled rotary actuation is produced via interaction between electrical current in the servomotor armature and the magnetic field generated by the superconducting magnet of the MRI scanner itself. Using this servomotor design, we then build and test an MRI-compatible robot which can achieve the linear forces required to insert a large-diameter biopsy instrument in tissue during simultaneous MRI. Our electromagnetic servomotor can be safely operated (while imaging) in the patient area of a 3 Tesla clinical MRI scanner.
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Affiliation(s)
- Lorne W. Hofstetter
- Department of Radiology and Imaging Sciences, University of Utah School of Medicine, 30 North 1900 East #1A071, Salt Lake City, UT 84132 USA
| | - J. Rock Hadley
- Department of Radiology and Imaging Sciences, University of Utah School of Medicine, 30 North 1900 East #1A071, Salt Lake City, UT 84132 USA
| | - Robb Merrill
- Department of Radiology and Imaging Sciences, University of Utah School of Medicine, 30 North 1900 East #1A071, Salt Lake City, UT 84132 USA
| | - Huy Pham
- Department of Radiology and Imaging Sciences, University of Utah School of Medicine, 30 North 1900 East #1A071, Salt Lake City, UT 84132 USA
| | - Gabriel C. Fine
- Department of Radiology and Imaging Sciences, University of Utah School of Medicine, 30 North 1900 East #1A071, Salt Lake City, UT 84132 USA
| | - Dennis L. Parker
- Department of Radiology and Imaging Sciences, University of Utah School of Medicine, 30 North 1900 East #1A071, Salt Lake City, UT 84132 USA
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9
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Wang B, Zhou Y, Wang Y, Li X, He L, Wen Z, Cao T, Sun L, Wu D. Three-Dimensional Intravascular Ultrasound Imaging Using a Miniature Helical Ultrasonic Motor. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2022; 69:681-690. [PMID: 34860650 DOI: 10.1109/tuffc.2021.3132607] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Existing 3-D intravascular ultrasound (IVUS) systems that combine two electromagnetic (EM) motors to drive catheters are bulky and require considerable efforts to eliminate EM interference (EMI). Here, we propose a new scanning method to realize 3-D IVUS imaging using a helical ultrasonic motor to overcome the aforementioned issues. The ultrasonic motor with compact dimensions (7-mm outer diameter and 30-mm longitudinal length), lightweight (20.5 g), and free of EMI exhibits a great application potential in mobile imaging devices. In particular, it can simultaneously perform rotary and linear motions, facilitating precise 3-D scanning of an imaging catheter. Experimental results show that the signal-to-noise ratio (SNR) of raw images obtained using the ultrasonic motor is 5.3 dB better than that of an EM motor. Moreover, the proposed imaging device exhibits the maximum rotary speed of 12.3 r/s and the positioning accuracy of 2.6 [Formula: see text] at a driving voltage of 240 Vp-p. The 3-D wire phantom imaging and 3-D tube phantom imaging are performed to evaluate the performance of the imaging device. Finally, the in vitro imaging of a porcine coronary artery demonstrates that the layered architecture of the vessel can be precisely identified while significantly increasing the SNR of the raw images.
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10
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Mahcicek DI, Yildirim KD, Kasaci G, Kocaturk O. Preliminary Evaluation of Hydraulic Needle Delivery System for Magnetic Resonance Imaging-Guided Prostate Biopsy Procedures. J Med Device 2021. [DOI: 10.1115/1.4051610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Abstract
In clinical routine, the prostate biopsy procedure is performed with the guidance of transrectal ultrasound (TRUS) imaging to diagnose prostate cancer. However, the TRUS-guided prostate biopsy brings reliability concerns due to the lack of contrast difference between prostate tissue and lesions. In this study, a novel hydraulic needle delivery system that is designed for performing magnetic resonance imaging (MRI)-guided prostate biopsy procedure with transperineal approach is introduced. The feasibility of the overall system was evaluated through in vitro phantom experiments under an MRI guidance. The in vitro experiments performed using a certified prostate phantom (incorporating MRI visible lesions). MRI experiments showed that overall hydraulic biopsy needle delivery system has excellent MRI compatibility (signal to noise ratio (SNR) loss < 3%), provides acceptable targeting accuracy (average 2.05±0.46 mm) and procedure time (average 40 min).
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Affiliation(s)
- Davut Ibrahim Mahcicek
- Biomedical Engineering Department, Institute of Biomedical Engineering, Bogazici University, Kandilli Kampus, Istanbul, Cengelkoy 34684, Turkey
| | - Korel D. Yildirim
- National Institutes of Health Cardiovascular Branch, Division of Intramural Research, National Heart Lung and Blood Institute, National Institutes of Health, Building 10, Room 2c713, Bethesda, MD 20892-1538; Biomedical Engineering Department, Institute of Biomedical Engineering, Bogazici University, Kandilli Kampus, Istanbul, Cengelkoy 34684, Turkey
| | - Gokce Kasaci
- Biomedical Engineering Department, Institute of Biomedical Engineering, Bogazici University, Kandilli Kampus, Istanbul, Cengelkoy 34684, Turkey
| | - Ozgur Kocaturk
- National Institutes of Health Cardiovascular Branch, Division of Intramural Research, National Heart Lung and Blood Institute, National Institutes of Health, Building 10, Room 2c713, Bethesda, MD 20892-1538; Biomedical Engineering Department, Institute of Biomedical Engineering, Bogazici University, Kandilli Kampus, Istanbul, Cengelkoy 34684, Turkey
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11
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Moreira P, Grimble J, Iftimia N, Bay CP, Tuncali K, Park J, Tokuda J. In vivo evaluation of angulated needle-guide template for MRI-guided transperineal prostate biopsy. Med Phys 2021; 48:2553-2565. [PMID: 33651407 DOI: 10.1002/mp.14816] [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: 07/03/2020] [Revised: 01/28/2021] [Accepted: 02/10/2021] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Magnetic resonance imaging (MRI)-guided transperineal prostate biopsy has been practiced since the early 2000s. The technique often suffers from targeting error due to deviation of the needle as a result of physical interaction between the needle and inhomogeneous tissues. Existing needle guide devices, such as a grid template, do not allow choosing an alternative insertion path to mitigate the deviation because of their limited degree-of-freedom (DoF). This study evaluates how an angulated needle insertion path can reduce needle deviation and improve needle placement accuracy. METHODS We extended a robotic needle-guidance device (Smart Template) for in-bore MRI-guided transperineal prostate biopsy. The new Smart Template has a 4-DoF needle-guiding mechanism allowing a translational range of motion of 65 and 58 mm along the vertical and horizontal axis, and a needle rotational motion around the vertical and horizontal axis ± 30 ∘ and a vertical rotational range of - 30 ∘ , + 10 ∘ , respectively. We defined a path planning strategy, which chooses between straight and angulated insertion paths depending on the anatomical structures on the potential insertion path. We performed (a) a set of experiments to evaluate the device positioning accuracy outside the MR-bore, and (b) an in vivo experiment to evaluate the improvement of targeting accuracy combining straight and angulated insertions in animal models (swine, n = 3 ). RESULTS We analyzed 46 in vivo insertions using either straight or angulated insertions paths. The experiment showed that the proposed strategy of selecting straight or angulated insertions based on the subject's anatomy outperformed the conventional approach of just straight insertions in terms of targeting accuracy (2.4 mm [1.3-3.7] vs 3.9 mm [2.4-5.0] {Median IQR } ); p = 0.041 after the bias correction). CONCLUSION The in vivo experiment successfully demonstrated that an angulated needle insertion path could improve needle placement accuracy with a path planning strategy that takes account of the subject-specific anatomical structures.
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Affiliation(s)
- Pedro Moreira
- Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St., Boston, MA, USA
| | - John Grimble
- Physical Sciences Inc., 20 New England Bus Center Dr, Andover, MA, USA
| | - Nicusor Iftimia
- Physical Sciences Inc., 20 New England Bus Center Dr, Andover, MA, USA
| | - Camden P Bay
- Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St., Boston, MA, USA
| | - Kemal Tuncali
- Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St., Boston, MA, USA
| | - Jesung Park
- Physical Sciences Inc., 20 New England Bus Center Dr, Andover, MA, USA
| | - Junichi Tokuda
- Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St., Boston, MA, USA
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12
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Mutlu S, Yasa O, Erin O, Sitti M. Magnetic Resonance Imaging-Compatible Optically Powered Miniature Wireless Modular Lorentz Force Actuators. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2021; 8:2002948. [PMID: 33511017 PMCID: PMC7816712 DOI: 10.1002/advs.202002948] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 09/24/2020] [Indexed: 06/12/2023]
Abstract
Minimally invasive medical procedures under magnetic resonance imaging (MRI) guidance have significant clinical promise. However, this potential has not been fully realized yet due to challenges regarding MRI compatibility and miniaturization of active and precise positioning systems inside MRI scanners, i.e., restrictions on ferromagnetic materials and long conductive cables and limited space around the patient for additional instrumentation. Lorentz force-based electromagnetic actuators can overcome these challenges with the help of very high, axial, and uniform magnetic fields (3-7 Tesla) of the scanners. Here, a miniature, MRI-compatible, and optically powered wireless Lorentz force actuator module consisting of a solar cell and a coil with a small volume of 2.5 × 2.5 × 3.0 mm3 is proposed. Many of such actuator modules can be used to create various wireless active structures for future interventional MRI applications, such as positioning needles, markers, or other medical tools on the skin of a patient. As proof-of-concept prototypes toward such applications, a single actuator module that bends a flexible beam, four modules that rotate around an axis, and six modules that roll as a sphere are demonstrated inside a 7 Tesla preclinical MRI scanner.
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Affiliation(s)
- Senol Mutlu
- Physical Intelligence DepartmentMax Planck Institute for Intelligent SystemsStuttgart70569Germany
- Department of Electrical and Electronics EngineeringBogazici UniversityIstanbul34342Turkey
| | - Oncay Yasa
- Physical Intelligence DepartmentMax Planck Institute for Intelligent SystemsStuttgart70569Germany
| | - Onder Erin
- Physical Intelligence DepartmentMax Planck Institute for Intelligent SystemsStuttgart70569Germany
- Carnegie Mellon UniversityMechanical Engineering DepartmentPittsburghPA15213USA
| | - Metin Sitti
- Physical Intelligence DepartmentMax Planck Institute for Intelligent SystemsStuttgart70569Germany
- School of Medicine and School of EngineeringKoc UniversityIstanbul34450Turkey
- Institute for Biomedical EngineeringETH ZurichZurich8092Switzerland
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13
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Zhao B, Fu Y, Yang Y, Zhang P, Hu Y. Design and control of a MRI-compatible pneumatic needle puncture robot. Comput Assist Surg (Abingdon) 2019; 24:87-93. [PMID: 31448960 DOI: 10.1080/24699322.2019.1649067] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
Percutaneous needle puncture operation is widely used in the image-guided interventions, including biopsy and ablation. MRI guidance has the advantages of high-resolution soft tissue imaging and thermal monitoring during energy-based ablation. This paper proposes the design of a 5-DOF pneumatic needle puncture robot, with all the cylinders, sensors and structure material MRI-compatible. Also, a hybrid fuzzy-PID controller is designed for the pneumatic driven system to adjust the PID parameters adaptively. The experiment validation result shows that, compared with the traditional fix-parameter PID control, the proposed hybrid fuzzy-PID control has no overshoot, and the settle time/steady state error remains low even with increasing load. This proves that the hybrid fuzzy-PID control strategy can increases the positioning accuracy and robustness of the pneumatic driven needle puncture robot, which is significant for the safety of percutaneous needle puncture operation.
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Affiliation(s)
- Baoliang Zhao
- Shenzhen Key Laboratory of Minimally Invasive Surgical Robotics and System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences , Shenzhen , China
| | - Yi Fu
- Department of Mechanical Engineering, Harbin Institute of Technology at Shenzhen , Shenzhen , China
| | - Yuanyuan Yang
- Shenzhen Key Laboratory of Minimally Invasive Surgical Robotics and System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences , Shenzhen , China
| | - Peng Zhang
- Shenzhen Key Laboratory of Minimally Invasive Surgical Robotics and System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences , Shenzhen , China
| | - Ying Hu
- Shenzhen Key Laboratory of Minimally Invasive Surgical Robotics and System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences , Shenzhen , China
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14
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Kulkarni P, Sikander S, Biswas P, Frawley S, Song SE. Review of Robotic Needle Guide Systems for Percutaneous Intervention. Ann Biomed Eng 2019; 47:2489-2513. [PMID: 31372856 DOI: 10.1007/s10439-019-02319-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 07/02/2019] [Indexed: 01/24/2023]
Abstract
Numerous research groups in the past have designed and developed robotic needle guide systems that improve the targeting accuracy and precision by either providing a physical guidance for manual insertion or enabling a complete automated intervention. Here we review systems that have been reported in the last 11 years and limited to straight line needle interventions. Most systems fall under the category of image guided systems as they either use magnetic resonance image, computed tomography, ultrasound or a combination of these modalities for real time image feedback of the intervention path being followed. Actuation and control technology along with materials used for construction are the main aspects that differentiate these systems from each other and have been reviewed here. Image compatibility test details and results are also reviewed as they are used to ensure proper functioning of these systems under the respective imaging environments. We have also reviewed needle guide systems which either don't use any image feedback or have not reported any but provide physical guidance. Throughout this paper, we provide a comprehensive review of the technological aspects and trends in the field of robotic, straight line, needle guide intervention systems.
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Affiliation(s)
- Pankaj Kulkarni
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Dr., ENGR 1, Room 307, Orlando, FL, 32816-2450, USA
| | - Sakura Sikander
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Dr., ENGR 1, Room 307, Orlando, FL, 32816-2450, USA
| | - Pradipta Biswas
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Dr., ENGR 1, Room 307, Orlando, FL, 32816-2450, USA
| | - Shawn Frawley
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Dr., ENGR 1, Room 307, Orlando, FL, 32816-2450, USA
| | - Sang-Eun Song
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Dr., ENGR 1, Room 307, Orlando, FL, 32816-2450, USA.
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Patel NA, Li G, Shang W, Wartenberg M, Heffter T, Burdette EC, Iordachita I, Tokuda J, Hata N, Tempany CM, Fischer GS. System Integration and Preliminary Clinical Evaluation of a Robotic System for MRI-Guided Transperineal Prostate Biopsy. JOURNAL OF MEDICAL ROBOTICS RESEARCH 2019; 4:1950001. [PMID: 31485544 PMCID: PMC6726403 DOI: 10.1142/s2424905x19500016] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
This paper presents the development, preclinical evaluation, and preliminary clinical study of a robotic system for targeted transperineal prostate biopsy under direct interventional magnetic resonance imaging (MRI) guidance. The clinically integrated robotic system is developed based on a modular design approach, comprised of surgical navigation application, robot control software, MRI robot controller hardware, and robotic needle placement manipulator. The system provides enabling technologies for MRI-guided procedures. It can be easily transported and setup for supporting the clinical workflow of interventional procedures, and the system is readily extensible and reconfigurable to other clinical applications. Preclinical evaluation of the system is performed with phantom studies in a 3 Tesla MRI scanner, rehearsing the proposed clinical workflow, and demonstrating an in-plane targeting error of 1.5mm. The robotic system has been approved by the institutional review board (IRB) for clinical trials. A preliminary clinical study is conducted with the patient consent, demonstrating the targeting errors at two biopsy target sites to be 4.0mm and 3.7mm, which is sufficient to target a clinically significant tumor foci. First-in-human trials to evaluate the system's effectiveness and accuracy for MR image-guide prostate biopsy are underway.
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Affiliation(s)
- Niravkumar A Patel
- Automation and Interventional Medicine Laboratory, Worcester Polytechnic Institute, Worcester, MA 01609, USA [napatel, gfischerj]@wpi.edu
- indicates shared first authorship
| | - Gang Li
- Automation and Interventional Medicine Laboratory, Worcester Polytechnic Institute, Worcester, MA 01609, USA [napatel, gfischerj]@wpi.edu
- indicates shared first authorship
| | - Weijian Shang
- Automation and Interventional Medicine Laboratory, Worcester Polytechnic Institute, Worcester, MA 01609, USA [napatel, gfischerj]@wpi.edu
| | - Marek Wartenberg
- Automation and Interventional Medicine Laboratory, Worcester Polytechnic Institute, Worcester, MA 01609, USA [napatel, gfischerj]@wpi.edu
| | - Tamas Heffter
- Automation and Interventional Medicine Laboratory, Worcester Polytechnic Institute, Worcester, MA 01609, USA [napatel, gfischerj]@wpi.edu
| | - Everette C Burdette
- Automation and Interventional Medicine Laboratory, Worcester Polytechnic Institute, Worcester, MA 01609, USA [napatel, gfischerj]@wpi.edu
| | - Iulian Iordachita
- Laboratory for Computational Sensing and Robotics (LCSR), Johns Hopkins University, Baltimore, MD, USA
| | - Junichi Tokuda
- Department of Radiology, Surgical Navigation and Robotics Laboratory, Brigham and Womens Hospital, Harvard Medical School, Boston, MA, USA
| | - Nobuhiko Hata
- Department of Radiology, Surgical Navigation and Robotics Laboratory, Brigham and Womens Hospital, Harvard Medical School, Boston, MA, USA
| | - Clare M Tempany
- Department of Radiology, Surgical Navigation and Robotics Laboratory, Brigham and Womens Hospital, Harvard Medical School, Boston, MA, USA
| | - Gregory S Fischer
- Automation and Interventional Medicine Laboratory, Worcester Polytechnic Institute, Worcester, MA 01609, USA [napatel, gfischerj]@wpi.edu
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Abstract
Purpose: A novel grid-template-mimicking MR-compatible robot was developed for in-gantry MRI-guided focal laser ablation of prostate cancer. Method: A substantially compact robot was designed and prototyped to meet in-gantry lithotomy ergonomics and allow for accommodation in the perineum. The controller software was reconfigured and integrated with the custom-designed navigation and multi-focal ablation software. Three experiments were conducted: (1) free space accuracy test; (2) phantom study under computed tomography (CT) guidance for image-guided accuracy test and overall workflow; and (3) magnetic resonance imaging (MRI)-guided focal laser ablation of an ex vivo prostate. The free space accuracy study included five targets that were selected across the workspace. The robot was then commanded five times to each target. The phantom study used a gel phantom made with color changing thermos-chromic ink, and four spherical metal fiducials were deployed with the robot. Then, laser ablation was applied, and the phantom was sliced for gross observation. For an MR-guided ex vivo test, a prostate from a donor who died of prostate cancer was obtained and multi-focally ablated using the system within the MRI gantry. The tissue was sliced after ablation for validation. Results: free-space accuracy was 0.38 ± 0.27 mm. The overall system targeting accuracy under CT guidance (including robot, registration, and insertion error) was 2.17 ± 0.47 mm. The planned ablation zone was successfully covered in both acrylamide gel phantom and in human prostate tissue. Conclusions: The new robot can accurately facilitate fiber targeting for MR-guided focal laser ablation of targetable prostate cancer.
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Moreira P, Patel N, Wartenberg M, Li G, Tuncali K, Heffter T, Burdette EC, Iordachita I, Fischer GS, Hata N, Tempany CM, Tokuda J. Evaluation of robot-assisted MRI-guided prostate biopsy: needle path analysis during clinical trials. Phys Med Biol 2018; 63:20NT02. [PMID: 30226214 PMCID: PMC6198326 DOI: 10.1088/1361-6560/aae214] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
While the interaction between a needle and the surrounding tissue is known to cause a significant targeting error in prostate biopsy leading to false-negative results, few studies have demonstrated how it impacts in the actual procedure. We performed a pilot study on robot-assisted MRI-guided prostate biopsy with an emphasis on the in-depth analysis of the needle-tissue interaction in vivo. The data were acquired during in-bore transperineal prostate biopsies in patients using a 4 degrees-of-freedom (DoF) MRI-compatible robot. The anatomical structures in the pelvic area and the needle path were reconstructed from MR images, and quantitatively analyzed. We analyzed each structure individually and also proposed a mathematical model to investigate the influence of those structures in the targeting error using the mixed-model regression. The median targeting error in 188 insertions (27 patients) was 6.3 mm. Both the individual anatomical structure analysis and the mixed-model analysis showed that the deviation resulted from the contact between the needle and the skin as the main source of error. On contrary, needle bending inside the tissue (expressed as needle curvature) did not vary among insertions with targeting errors above and below the average. The analysis indicated that insertions crossing the bulbospongiosus presented a targeting error lower than the average. The mixed-model analysis demonstrated that the distance between the needle guide and the patient skin, the deviation at the entry point, and the path length inside the pelvic diaphragm had a statistically significant contribution to the targeting error (p < 0.05). Our results indicate that the errors associated with the elastic contact between the needle and the skin were more prominent than the needle bending along the insertion. Our findings will help to improve the preoperative planning of transperineal prostate biopsies.
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Affiliation(s)
- Pedro Moreira
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Niravkumar Patel
- Laboratory for Computational Sensing and Robotics, Johns Hopkins University, Baltimore, MD, USA
| | - Marek Wartenberg
- Automation and Interventional Medicine Lab, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Gang Li
- Automation and Interventional Medicine Lab, Worcester Polytechnic Institute, Worcester, MA,USA
| | - Kemal Tuncali
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA,USA
| | | | | | - Iulian Iordachita
- Laboratory for Computational Sensing and Robotics, Johns Hopkins University, Baltimore, MD, USA
| | - Gregory S. Fischer
- Automation and Interventional Medicine Lab, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Nobuhiko Hata
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Clare M. Tempany
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Junichi Tokuda
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA,USA
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Warlick C, Futterer J, Maruf M, George AK, Rastinehad AR, Pinto PA, Bosaily AES, Villers A, Moore CM, Mendhiratta N, Taneja SS, Ukimura O, Konety BR. Beyond transrectal ultrasound-guided prostate biopsies: available techniques and approaches. World J Urol 2018; 37:419-427. [PMID: 29943220 DOI: 10.1007/s00345-018-2374-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 06/08/2018] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES Recent advances have led to the use of magnetic resonance imaging (MRI) alone or with fusion to transrectal ultrasound (TRUS) images for guiding biopsy of the prostate. Our group sought to develop consensus recommendations regarding MRI-guided prostate biopsy based on currently available literature and expert opinion. METHODS The published literature on the subject of MRI-guided prostate biopsy was reviewed using standard search terms and synthesized and analyzed by four different subgroups from among the authors. The literature was grouped into four categories-MRI-guided biopsy platforms, robotic MRI-TRUS fusion biopsy, template mapping biopsy and transrectal MRI-TRUS fusion biopsy. Consensus recommendations were developed using the Oxford Center for Evidence Based Medicine criteria. RESULTS There is limited high level evidence available on the subject of MRI-guided prostate biopsy. MRI guidance with or without TRUS fusion can lead to fewer unnecessary biopsies, help identify high-risk (Gleason ≥ 3 + 4) cancers that might have been missed on standard TRUS biopsy and identify cancers in the anterior prostate. There is no apparent significant difference between MRI biopsy platforms. Template mapping biopsy is perhaps the most accurate method of assessing volume and grade of tumor but is accompanied by higher incidence of side effects compared to TRUS biopsy. CONCLUSIONS Magnetic resonance imaging-guided biopsies are feasible and better than traditional ultrasound-guided biopsies for detecting high-risk prostate cancer and anterior lesions. Judicious use of MRI-guided biopsy could enhance diagnosis of clinically significant prostate cancer while limiting diagnosis of insignificant cancer.
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Affiliation(s)
| | - Jurgen Futterer
- Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Mahir Maruf
- Urologic Oncology Branch, National Cancer Institute, Bethesda, MD, USA
| | - Arvin K George
- Urologic Oncology Branch, National Cancer Institute, Bethesda, MD, USA
| | | | - Peter A Pinto
- Urologic Oncology Branch, National Cancer Institute, Bethesda, MD, USA
| | - Ahmed El-Shater Bosaily
- Division of Surgery and Interventional Science, University College London, London, UK.,Department of Urology, University College London Hospital NHS Foundation Trust, London, UK
| | - Arnauld Villers
- Centre Hospitalier Regional Universitaire de Lille, Lille, France
| | - Caroline M Moore
- Division of Surgery and Interventional Science, University College London, London, UK.,Department of Urology, University College London Hospital NHS Foundation Trust, London, UK
| | - Neil Mendhiratta
- School of Medicine, NYU Langone Medical Center, New York, NY, USA
| | - Samir S Taneja
- School of Medicine, NYU Langone Medical Center, New York, NY, USA
| | - Osamu Ukimura
- Department of Urology, University of Southern California, Los Angeles, CA, USA
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Chen Y, Xu S, Squires A, Seifabadi R, Turkbey IB, Pinto PA, Choyke P, Wood B, Tse ZTH. MRI-Guided Robotically Assisted Focal Laser Ablation of the Prostate Using Canine Cadavers. IEEE Trans Biomed Eng 2017; 65:1434-1442. [PMID: 28961099 DOI: 10.1109/tbme.2017.2756907] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
OBJECTIVE a magnetic resonance imaging (MRI)-conditional needle guidance robot is developed to enhance MRI-guided focal laser ablation (FLA) therapy in patients with focal prostate cancer. METHODS inspired by the workflow of the manual FLA therapy, we developed an MRI-conditional robot with two degrees of freedom to provide the guidance for laser ablation catheter. This robot is powered by pneumatic turbine motors and encoded with the custom-designed optical encoder. The needle could be inserted manually through the designed robotic system, which keeps the patients inside MRI bore throughout the procedure. The robot hardware is integrated with the custom ablation planning and monitoring software (OncoNav) to provide an iterative treatment plan to cover the whole ablation zone. Virtual tumors were selected in three canine cadavers as targets to validate the performance of the proposed hardware and software system. RESULTS phantom studies show that the average targeting error is less than 2 mm and the workflow of the entire procedure lasts for 100 minutes. Canine cadaver experiment results show that all the targets were successfully ablated in no more than three administrations. SIGNIFICANCE MRI-guided prostate FLA is feasible using the proposed hardware and software system, indicating potential utility in future human trials.
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20
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Stoianovici D, Kim C, Petrisor D, Jun C, Lim S, Ball MW, Ross A, Macura KJ, Allaf M. MR Safe Robot, FDA Clearance, Safety and Feasibility Prostate Biopsy Clinical Trial. IEEE/ASME TRANSACTIONS ON MECHATRONICS : A JOINT PUBLICATION OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY AND THE ASME DYNAMIC SYSTEMS AND CONTROL DIVISION 2017; 22:115-126. [PMID: 28867930 PMCID: PMC5578622 DOI: 10.1109/tmech.2016.2618362] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Compatibility of mechatronic devices with the MR environment has been a very challenging engineering task. After over a decade of developments, we report the successful translation to clinical trials of our MR Safe robot technology. MrBot is a 6-degree-of-freedom, pneumatically actuated robot for transperineal prostate percutaneous access, built exclusively of electrically nonconductive and nonmagnetic materials. Its extensive pre-clinical tests have been previously reported. Here, we present the latest technology developments, an overview of the regulatory protocols, and technically related results of the clinical trial. The FDA has approved the MrBot for the biopsy trial, which was successfully performed in 5 patients. With no trajectory corrections, and no unsuccessful attempts to target a site, the robot achieved an MRI based needle targeting accuracy of 2.55 mm. To the best of our knowledge, this is the first robot approved by the FDA for the MR environment. The results confirm that it is possible to perform safe and accurate robotic manipulation in the MRI scanner, and the development of MR Safe robots is no longer a daunting technical challenge.
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Affiliation(s)
| | - Chunwoo Kim
- Urology Department, Johns Hopkins University Baltimore, MD
| | - Doru Petrisor
- Urology Department, Johns Hopkins University Baltimore, MD
| | - Changhan Jun
- Urology Department, Johns Hopkins University Baltimore, MD
| | - Sunghwan Lim
- Urology Department, Johns Hopkins University Baltimore, MD
| | - Mark W. Ball
- Urology Department, Johns Hopkins University Baltimore, MD
| | - Ashley Ross
- Urology Department, Johns Hopkins University Baltimore, MD
| | | | - Mohamad Allaf
- Urology Department, Johns Hopkins University Baltimore, MD
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21
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Sagias G, Yiallouras C, Ioannides K, Damianou C. An MRI-conditional motion phantom for the evaluation of high-intensity focused ultrasound protocols. Int J Med Robot 2016; 12:431-441. [PMID: 27593511 DOI: 10.1002/rcs.1709] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/27/2015] [Indexed: 11/11/2022]
Abstract
BACKGROUND The respiratory motion of abdominal organs is a serious obstacle in high-intensity focused ultrasound (HIFU) treatment with magnetic resonance imaging (MRI) guidance. In this study, a two-dimensional (2D) MRI-conditional motion phantom device was developed in order to evaluate HIFU protocols in synchronized and non-synchronized ablation of moving targets. MATERIALS AND METHODS The 2D phantom device simulates the respiratory motion of moving organs in both the left-right and craniocaudal directions. The device consists of MR-conditional materials which have been produced by a three-dimensional (3D) printer. RESULTS The MRI compatibility of the motion phantom was tested successfully in an MRI scanner. In vitro experiments were carried out to evaluate HIFU ablation protocols that are minimally affected by target motion. CONCLUSION It was shown that only in synchronized mode does HIFU produce thermal lesions, as tested on a gel phantom mimicking the moving target. The MRI-conditional phantom device was shown to be functional for its purpose and can be used as an evaluation tool for testing HIFU protocols for moving targets in an MRI environment. Copyright © 2015 John Wiley & Sons, Ltd.
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Li M, Li G, Gonenc B, Duan X, Iordachita I. Towards human-controlled, real-time shape sensing based flexible needle steering for MRI-guided percutaneous therapies. Int J Med Robot 2016; 13. [PMID: 27487833 DOI: 10.1002/rcs.1762] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 06/05/2016] [Accepted: 06/18/2016] [Indexed: 01/10/2023]
Abstract
BACKGROUND Accurate needle placement into soft tissue is essential to percutaneous prostate cancer diagnosis and treatment procedures. METHODS This paper discusses the steering of a 20 gauge (G) FBG-integrated needle with three sets of Fiber Bragg Grating (FBG) sensors. A fourth-order polynomial shape reconstruction method is introduced and compared with previous approaches. To control the needle, a bicycle model based navigation method is developed to provide visual guidance lines for clinicians. A real-time model updating method is proposed for needle steering inside inhomogeneous tissue. A series of experiments were performed to evaluate the proposed needle shape reconstruction, visual guidance and real-time model updating methods. RESULTS Targeting experiments were performed in soft plastic phantoms and in vitro tissues with insertion depths ranging between 90 and 120 mm. Average targeting errors calculated based upon the acquired camera images were 0.40 ± 0.35 mm in homogeneous plastic phantoms, 0.61 ± 0.45 mm in multilayer plastic phantoms and 0.69 ± 0.25 mm in ex vivo tissue. CONCLUSIONS Results endorse the feasibility and accuracy of the needle shape reconstruction and visual guidance methods developed in this work. The approach implemented for the multilayer phantom study could facilitate accurate needle placement efforts in real inhomogeneous tissues. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Meng Li
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China.,Hackerman 200, Johns Hopkins University, Baltimore, MD, USA
| | - Gang Li
- 100 Institute Road, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Berk Gonenc
- Hackerman 200, Johns Hopkins University, Baltimore, MD, USA
| | - Xingguang Duan
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China
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Hata N, Song SE, Olubiyi O, Arimitsu Y, Fujimoto K, Kato T, Tuncali K, Tani S, Tokuda J. Body-mounted robotic instrument guide for image-guided cryotherapy of renal cancer. Med Phys 2016; 43:843-53. [PMID: 26843245 PMCID: PMC4723400 DOI: 10.1118/1.4939875] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Revised: 12/10/2015] [Accepted: 01/02/2016] [Indexed: 01/26/2023] Open
Abstract
PURPOSE Image-guided cryotherapy of renal cancer is an emerging alternative to surgical nephrectomy, particularly for those who cannot sustain the physical burden of surgery. It is well known that the outcome of this therapy depends on the accurate placement of the cryotherapy probe. Therefore, a robotic instrument guide may help physicians aim the cryotherapy probe precisely to maximize the efficacy of the treatment and avoid damage to critical surrounding structures. The objective of this paper was to propose a robotic instrument guide for orienting cryotherapy probes in image-guided cryotherapy of renal cancers. The authors propose a body-mounted robotic guide that is expected to be less susceptible to guidance errors caused by the patient's whole body motion. METHODS Keeping the device's minimal footprint in mind, the authors developed and validated a body-mounted, robotic instrument guide that can maintain the geometrical relationship between the device and the patient's body, even in the presence of the patient's frequent body motions. The guide can orient the cryotherapy probe with the skin incision point as the remote-center-of-motion. The authors' validation studies included an evaluation of the mechanical accuracy and position repeatability of the robotic instrument guide. The authors also performed a mock MRI-guided cryotherapy procedure with a phantom to compare the advantage of robotically assisted probe replacements over a free-hand approach, by introducing organ motions to investigate their effects on the accurate placement of the cryotherapy probe. Measurements collected for performance analysis included accuracy and time taken for probe placements. Multivariate analysis was performed to assess if either or both organ motion and the robotic guide impacted these measurements. RESULTS The mechanical accuracy and position repeatability of the probe placement using the robotic instrument guide were 0.3 and 0.1 mm, respectively, at a depth of 80 mm. The phantom test indicated that the accuracy of probe placement was significantly better with the robotic instrument guide (4.1 mm) than without the guide (6.3 mm, p<0.001), even in the presence of body motion. When independent organ motion was artificially added, in addition to body motion, the advantage of accurate probe placement using the robotic instrument guide disappeared statistically [i.e., 6.0 mm with the robotic guide and 5.9 mm without the robotic guide (p = 0.906)]. When the robotic instrument guide was used, the total time required to complete the procedure was reduced from 19.6 to 12.7 min (p<0.001). Multivariable analysis indicated that the robotic instrument guide, not the organ motion, was the cause of statistical significance. The statistical power the authors obtained was 88% in accuracy assessment and 99% higher in duration measurement. CONCLUSIONS The body-mounted robotic instrument guide allows positioning of the probe during image-guided cryotherapy of renal cancer and was done in fewer attempts and in less time than the free-hand approach. The accuracy of the placement of the cryotherapy probe was better using the robotic instrument guide than without the guide when no organ motion was present. The accuracy between the robotic and free-hand approach becomes comparable when organ motion was present.
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Affiliation(s)
- Nobuhiko Hata
- National Center for Image Guided Therapy, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | - Sang-Eun Song
- National Center for Image Guided Therapy, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | - Olutayo Olubiyi
- National Center for Image Guided Therapy, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | | | | | - Takahisa Kato
- Healthcare Optics Research Laboratory, Canon U.S.A., Cambridge, Massachusetts 02144
| | - Kemal Tuncali
- National Center for Image Guided Therapy, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | - Soichiro Tani
- National Center for Image Guided Therapy, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | - Junichi Tokuda
- National Center for Image Guided Therapy, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
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Secoli R, Robinson M, Brugnoli M, Rodriguez y Baena F. A low-cost, high-field-strength magnetic resonance imaging-compatible actuator. Proc Inst Mech Eng H 2016; 229:215-24. [PMID: 25833997 DOI: 10.1177/0954411915574306] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
To perform minimally invasive surgical interventions with the aid of robotic systems within a magnetic resonance imaging scanner offers significant advantages compared to conventional surgery. However, despite the numerous exciting potential applications of this technology, the introduction of magnetic resonance imaging-compatible robotics has been hampered by safety, reliability and cost concerns: the robots should not be attracted by the strong magnetic field of the scanner and should operate reliably in the field without causing distortion to the scan data. Development of non-conventional sensors and/or actuators is thus required to meet these strict operational and safety requirements. These demands commonly result in expensive actuators, which mean that cost effectiveness remains a major challenge for such robotic systems. This work presents a low-cost, high-field-strength magnetic resonance imaging-compatible actuator: a pneumatic stepper motor which is controllable in open loop or closed loop, along with a rotary encoder, both fully manufactured in plastic, which are shown to perform reliably via a set of in vitro trials while generating negligible artifacts when imaged within a standard clinical scanner.
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Affiliation(s)
- Riccardo Secoli
- The Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| | - Matthew Robinson
- The Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| | - Michele Brugnoli
- The Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| | - Ferdinando Rodriguez y Baena
- The Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
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Su H, Shang W, Cole G, Li G, Harrington K, Camilo A, Tokuda J, Tempany CM, Hata N, Fischer GS. Piezoelectrically Actuated Robotic System for MRI-Guided Prostate Percutaneous Therapy. IEEE/ASME TRANSACTIONS ON MECHATRONICS : A JOINT PUBLICATION OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY AND THE ASME DYNAMIC SYSTEMS AND CONTROL DIVISION 2015; 20:1920-1932. [PMID: 26412962 PMCID: PMC4580290 DOI: 10.1109/tmech.2014.2359413] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
This paper presents a fully-actuated robotic system for percutaneous prostate therapy under continuously acquired live magnetic resonance imaging (MRI) guidance. The system is composed of modular hardware and software to support the surgical workflow of intra-operative MRI-guided surgical procedures. We present the development of a 6-degree-of-freedom (DOF) needle placement robot for transperineal prostate interventions. The robot consists of a 3-DOF needle driver module and a 3-DOF Cartesian motion module. The needle driver provides needle cannula translation and rotation (2-DOF) and stylet translation (1-DOF). A custom robot controller consisting of multiple piezoelectric motor drivers provides precision closed-loop control of piezoelectric motors and enables simultaneous robot motion and MR imaging. The developed modular robot control interface software performs image-based registration, kinematics calculation, and exchanges robot commands and coordinates between the navigation software and the robot controller with a new implementation of the open network communication protocol OpenIGTLink. Comprehensive compatibility of the robot is evaluated inside a 3-Tesla MRI scanner using standard imaging sequences and the signal-to-noise ratio (SNR) loss is limited to 15%. The image deterioration due to the present and motion of robot demonstrates unobservable image interference. Twenty-five targeted needle placements inside gelatin phantoms utilizing an 18-gauge ceramic needle demonstrated 0.87 mm root mean square (RMS) error in 3D Euclidean distance based on MRI volume segmentation of the image-guided robotic needle placement procedure.
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Affiliation(s)
- Hao Su
- Philips Research North America, were with the Automation and Interventional Medicine (AIM) Robotics Lab, Department of Mechanical Engineering, Worcester Polytechnic Institute
| | - Weijian Shang
- Automation and Interventional Medicine (AIM) Robotics Lab, Department of Mechanical Engineering, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609, USA
| | - Gregory Cole
- Philips Research North America, were with the Automation and Interventional Medicine (AIM) Robotics Lab, Department of Mechanical Engineering, Worcester Polytechnic Institute
| | - Gang Li
- Automation and Interventional Medicine (AIM) Robotics Lab, Department of Mechanical Engineering, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609, USA
| | - Kevin Harrington
- Automation and Interventional Medicine (AIM) Robotics Lab, Department of Mechanical Engineering, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609, USA
| | - Alexander Camilo
- Automation and Interventional Medicine (AIM) Robotics Lab, Department of Mechanical Engineering, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609, USA
| | - Junichi Tokuda
- National Center for Image Guided Therapy (NCIGT), Brigham and Women's Hospital, Department of Radiology, Harvard Medical School, Boston, MA, 02115 USA
| | - Clare M. Tempany
- National Center for Image Guided Therapy (NCIGT), Brigham and Women's Hospital, Department of Radiology, Harvard Medical School, Boston, MA, 02115 USA
| | - Nobuhiko Hata
- National Center for Image Guided Therapy (NCIGT), Brigham and Women's Hospital, Department of Radiology, Harvard Medical School, Boston, MA, 02115 USA
| | - Gregory S. Fischer
- Automation and Interventional Medicine (AIM) Robotics Lab, Department of Mechanical Engineering, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609, USA ()
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26
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Tilak G, Tuncali K, Song SE, Tokuda J, Olubiyi O, Fennessy F, Fedorov A, Penzkofer T, Tempany C, Hata N. 3T MR-guided in-bore transperineal prostate biopsy: A comparison of robotic and manual needle-guidance templates. J Magn Reson Imaging 2014; 42:63-71. [PMID: 25263213 DOI: 10.1002/jmri.24770] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2014] [Accepted: 09/11/2014] [Indexed: 12/24/2022] Open
Abstract
PURPOSE To demonstrate the utility of a robotic needle-guidance template device as compared to a manual template for in-bore 3T transperineal magnetic resonance imaging (MRI)-guided prostate biopsy. MATERIALS AND METHODS This two-arm mixed retrospective-prospective study included 99 cases of targeted transperineal prostate biopsies. The biopsy needles were aimed at suspicious foci noted on multiparametric 3T MRI using manual template (historical control) as compared with a robotic template. The following data were obtained: the accuracy of average and closest needle placement to the focus, histologic yield, percentage of cancer volume in positive core samples, complication rate, and time to complete the procedure. RESULTS In all, 56 cases were performed using the manual template and 43 cases were performed using the robotic template. The mean accuracy of the best needle placement attempt was higher in the robotic group (2.39 mm) than the manual group (3.71 mm, P < 0.027). The mean core procedure time was shorter in the robotic (90.82 min) than the manual group (100.63 min, P < 0.030). Percentage of cancer volume in positive core samples was higher in the robotic group (P < 0.001). Cancer yields and complication rates were not statistically different between the two subgroups (P = 0.557 and P = 0.172, respectively). CONCLUSION The robotic needle-guidance template helps accurate placement of biopsy needles in MRI-guided core biopsy of prostate cancer.
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Affiliation(s)
- Gaurie Tilak
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Kemal Tuncali
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Sang-Eun Song
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Junichi Tokuda
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Olutayo Olubiyi
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Fiona Fennessy
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Andriy Fedorov
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Tobias Penzkofer
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Clare Tempany
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Nobuhiko Hata
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
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Penzkofer T, Tuncali K, Fedorov A, Song SE, Tokuda J, Fennessy FM, Vangel MG, Kibel AS, Mulkern RV, Wells WM, Hata N, Tempany CMC. Transperineal in-bore 3-T MR imaging-guided prostate biopsy: a prospective clinical observational study. Radiology 2014; 274:170-80. [PMID: 25222067 DOI: 10.1148/radiol.14140221] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
PURPOSE To determine the detection rate, clinical relevance, Gleason grade, and location of prostate cancer ( PCa prostate cancer ) diagnosed with and the safety of an in-bore transperineal 3-T magnetic resonance (MR) imaging-guided prostate biopsy in a clinically heterogeneous patient population. MATERIALS AND METHODS This prospective retrospectively analyzed study was HIPAA compliant and institutional review board approved, and informed consent was obtained. Eighty-seven men (mean age, 66.2 years ± 6.9) underwent multiparametric endorectal prostate MR imaging at 3 T and transperineal MR imaging-guided biopsy. Three subgroups of patients with at least one lesion suspicious for cancer were included: men with no prior PCa prostate cancer diagnosis, men with PCa prostate cancer who were undergoing active surveillance, and men with treated PCa prostate cancer and suspected recurrence. Exclusion criteria were prior prostatectomy and/or contraindication to 3-T MR imaging. The transperineal MR imaging-guided biopsy was performed in a 70-cm wide-bore 3-T device. Overall patient biopsy outcomes, cancer detection rates, Gleason grade, and location for each subgroup were evaluated and statistically compared by using χ(2) and one-way analysis of variance followed by Tukey honestly significant difference post hoc comparisons. RESULTS Ninety biopsy procedures were performed with no serious adverse events, with a mean of 3.7 targets sampled per gland. Cancer was detected in 51 (56.7%) men: 48.1% (25 of 52) with no prior PCa prostate cancer , 61.5% (eight of 13) under active surveillance, and 72.0% (18 of 25) in whom recurrence was suspected. Gleason pattern 4 or higher was diagnosed in 78.1% (25 of 32) in the no prior PCa prostate cancer and active surveillance groups. Gleason scores were not assigned in the suspected recurrence group. MR targets located in the anterior prostate had the highest cancer yield (40 of 64, 62.5%) compared with those for the other parts of the prostate (P < .001). CONCLUSION In-bore 3-T transperineal MR imaging-guided biopsy, with a mean of 3.7 targets per gland, allowed detection of many clinically relevant cancers, many of which were located anteriorly.
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Affiliation(s)
- Tobias Penzkofer
- From the Division of MRI in the Department of Radiology (T.P., K.T., A.F., S.S., J.T., F.M.F., R.V.M., W.M.W., N.H., C.M.C.T.) and the Division of Urology (A.S.K.), Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115; Department of Diagnostic and Interventional Radiology, RWTH Aachen University Hospital, Aachen, Germany (T.P.). Department of Radiology, Massachusetts General Hospital, Boston, Mass (M.G.V.); Department of Radiology, Dana-Farber Cancer Institute, Boston, Mass (F.M.F.); and Department of Radiology, Children's Hospital, Boston, Mass (R.V.M.)
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Torabi M, Gupta R, Walsh CJ. Compact Robotically Steerable Image-Guided Instrument for Multi-Adjacent-Point (MAP) Targeting. IEEE T ROBOT 2014. [DOI: 10.1109/tro.2014.2304773] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Cepek J, Chronik BA, Fenster A. The effects of magnetic field distortion on the accuracy of passive device localization frames in MR imaging. Med Phys 2014; 41:052301. [PMID: 24784394 DOI: 10.1118/1.4870961] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
PURPOSE The interventional magnetic resonance (MR) imaging environment presents many challenges for the accurate localization of interventional devices. In particular, geometric distortion of the static magnetic field may be both appreciable and unpredictable. This paper aims to quantify the sensitivity of localization error of various passive device localization frames to static magnetic field distortion in MR. METHODS Three localization frames were considered based on having distinctly different methods of encoding position and orientation in MR images. For each frame, the effects of static field distortion were modeled, allowing rotational and translational errors to be computed as functions of the level of distortion, which was modeled using a first order approximation. Validation of the model was performed by imaging the localization frames in a 3T clinical MR scanner, and simulating the effects of static field distortion by varying the scanner's center frequency and gradient shim values. RESULTS Plots of the rotational and translational components of error in localization frame position and orientation estimates are provided for ranges of uniform static field distortions of 1-100 μT and static field distortion gradients of 0.01-1 mT/m in all three directions. The theoretical estimates are in good agreement with the results obtained by imaging. CONCLUSIONS The error in position and orientation estimation of passive localization frames in MR can be sensitive to static magnetic field distortions. The level of sensitivity, the type of error (i.e., rotational or translational), and the direction of error are dependent on the frame's design and the method used to image it. If 2D gradient echo imaging is employed, frames with position and orientation estimate sensitivity to slice-select error (such as the z-frame) should be avoided, since this source of error is not easily correctable. Accurate frame position and orientation estimates that are insensitive to static field distortion can be achieved using 2D gradient echo imaging if: (a) the method of determining position and orientation only uses in-plane measurements of marker positions, (b) the in-plane marker positions in images are not sensitive to slice-select error, and (c) methods of correcting in-plane error in the frequency-encoded direction are employed.
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Affiliation(s)
- Jeremy Cepek
- Robarts Research Institute, The University of Western Ontario, London, Ontario N6A 5B7, Canada and Biomedical Engineering, The University of Western Ontario, London, Ontario N6A 5B9, Canada
| | - Blaine A Chronik
- Robarts Research Institute, The University of Western Ontario, London, Ontario N6A 5B7, Canada and Department of Physics and Astronomy, The University of Western Ontario, London, Ontario N6A 3K7, Canada
| | - Aaron Fenster
- Robarts Research Institute, The University of Western Ontario, London, Ontario N6A 5B7, Canada and Biomedical Engineering, The University of Western Ontario, London, Ontario N6A 5B9, Canada
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