1
|
Hagen F, Grimmer R, Ditt H, Walder L, Wrazidlo R, Karolin B, Hofmann J, Estler A, Horger M. Effects of different virtual monoenergetic CT image data on chest wall post-processing "unfolded ribs" and proposal of an algorithm improvement. Int J Comput Assist Radiol Surg 2023; 18:339-351. [PMID: 35962904 DOI: 10.1007/s11548-022-02721-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 07/12/2022] [Indexed: 02/03/2023]
Abstract
PURPOSE To find out if the use of different virtual monoenergetic data sets enabled by DECT technology might have a negative impact on post-processing applications, specifically in case of the "unfolded ribs" algorithm. Metal or beam hardening artifacts are suspected to generate image artifacts and thus reduce diagnostic accuracy. This paper tries to find out how the generation of "unfolded rib" CT image reformates is influenced by different virtual monoenergetic CT images and looks for possible improvement of the post-processing tool. MATERIAL AND METHODS Between March 2021 and April 2021, thin-slice dual-energy CT image data of the chest were used creating "unfolded rib" reformates. The same data sets were analyzed in three steps: first the gold standard with the original algorithm on mixed image data sets followed by the original algorithm on different keV levels (40-120 keV) and finally using a modified algorithm which in the first step used segmentation based on mixed image data sets, followed by segmentation based on different keV levels. Image quality (presence of artifacts), lesion and fracture detectability were assessed for all series. RESULTS Both, the original and the modified algorithm resulted in more artifact-free image data sets compared to the gold standard. The modified algorithm resulted in significantly more artifact-free image data sets at the keV-edges (40-120 keV) compared the original algorithm. Especially "black artifacts" and pseudo-lesions, potentially inducing false positive findings, could be reduced in all keV level with the modified algorithm. Detection of focal sclerotic, lytic or mixed (k = 0.990-1.000) lesions was very good for all keV levels. The Fleiss-kappa test for detection of fresh and old rib fractures was ≥ 0.997. CONCLUSION The use of different virtual monoenergetic keVs for the "unfolded rib" algorithm is generating different artifacts. Segmentation-based artifacts could be eliminated by the proposed new algorithm, showing the best results at 70-80 keV.
Collapse
Affiliation(s)
- Florian Hagen
- Department of Diagnostic and Interventional Radiology, Eberhard-Karls-University, Hoppe-Seyler-Str.3, 72076, Tübingen, Germany.
| | | | | | - Lukas Walder
- Department of Diagnostic and Interventional Radiology, Eberhard-Karls-University, Hoppe-Seyler-Str.3, 72076, Tübingen, Germany
| | - Robin Wrazidlo
- Department of Diagnostic and Interventional Radiology, Eberhard-Karls-University, Hoppe-Seyler-Str.3, 72076, Tübingen, Germany
| | - Baumgartner Karolin
- Department of Diagnostic and Interventional Radiology, Eberhard-Karls-University, Hoppe-Seyler-Str.3, 72076, Tübingen, Germany
| | - Johannes Hofmann
- Department of Diagnostic and Interventional Radiology, Eberhard-Karls-University, Hoppe-Seyler-Str.3, 72076, Tübingen, Germany
| | - Arne Estler
- Department of Diagnostic and Interventional Radiology, Eberhard-Karls-University, Hoppe-Seyler-Str.3, 72076, Tübingen, Germany
| | - Marius Horger
- Department of Diagnostic and Interventional Radiology, Eberhard-Karls-University, Hoppe-Seyler-Str.3, 72076, Tübingen, Germany
| |
Collapse
|
2
|
Cerit M, Kılıç K, Fetullayeva T, Zengin HY, Erdoğan N, Şendur HN, Cindil E, Aslan AA, Erbaş G. Added Value of CT Pelvic Bone Unfolding Software to Radiologist Performance in Detecting Osteoblastic Pelvic Bone Lesions in Patients With Prostate Cancer. Can Assoc Radiol J 2021; 72:775-782. [PMID: 33472406 DOI: 10.1177/0846537120983241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
PURPOSE To evaluate the contribution of CT Bone Unfolding software to the diagnostic accuracy and efficiency for the detection of osteoblastic pelvic bone lesions in patients with prostate cancer. METHODS A total of 102 consecutive (January 2016-September 2019) patients who underwent abdominopelvic CT with prostate cancer were retrospectively evaluated for osteoblastic pelvic bone lesions, using commercially available the post-processing-pelvic bone flattening-image software package "CT Bone Unfolding." Two radiologists with 3 and 15 years of experience in abdominal radiology evaluated CT image data sets independently in 2 separate reading sessions. At the first session, only MPR images and at the second session MPR images and additionally unfolded reconstructions were assessed. Reading time for each patient was noted. A radiologist with 25 years of experience, established the standard of reference. RESULTS In the evaluations performed with the MPR-Unfold method, the diagnostic accuracy were found to be 2.067 times higher compared to the MPRs method (P < 0.001). The location of the lesions or the reader variabilities did not show any influence on accuracy (P > 0.05) For all readers the reading time for MPR was significantly longer than for MPR-Unfold (P < 0.05). For both methods substantial to almost-perfect inter-reader agreement was found (0.686-0.936). CONCLUSIONS The use of unfolded pelvic bone reconstructions increases diagnostic accuracy while decreasing the reading times in the evaluation of pelvic bone lesions. Therefore, our findings suggest that utilizing unfolded reconstructions in addition to MPR images may be preferable in patients with prostate cancer for the screening of osteoblastic pelvic bone lesions.
Collapse
Affiliation(s)
- Mahinur Cerit
- Department of Radiology, 37511Gazi University Faculty of Medicine, Ankara, Turkey
| | - Koray Kılıç
- Department of Radiology, 37511Gazi University Faculty of Medicine, Ankara, Turkey
| | - Turkane Fetullayeva
- Department of Radiology, 37511Gazi University Faculty of Medicine, Ankara, Turkey
| | - Hatice Yağmur Zengin
- Department of Biostatistics, 37515Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Nesrin Erdoğan
- Department of Radiology, 37511Gazi University Faculty of Medicine, Ankara, Turkey
| | - Halit Nahit Şendur
- Department of Radiology, 37511Gazi University Faculty of Medicine, Ankara, Turkey
| | - Emetullah Cindil
- Department of Radiology, 37511Gazi University Faculty of Medicine, Ankara, Turkey
| | - Aydan Avdan Aslan
- Department of Radiology, 37511Gazi University Faculty of Medicine, Ankara, Turkey
| | - Gonca Erbaş
- Department of Radiology, 37511Gazi University Faculty of Medicine, Ankara, Turkey
| |
Collapse
|
3
|
Improved Detection of Benign and Malignant Rib Lesions in the Routine Computed Tomography Workup of Oncological Patients Using Automated Unfolded Rib Image Postprocessing. Invest Radiol 2020; 55:84-90. [DOI: 10.1097/rli.0000000000000599] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
4
|
Kolopp M, Douis N, Urbaneja A, Baumann C, Gondim Teixeira PA, Blum A, Martrille L. Automatic rib unfolding in postmortem computed tomography: diagnostic evaluation of the OpenRib software compared with the autopsy in the detection of rib fractures. Int J Legal Med 2019; 134:339-346. [PMID: 31734725 DOI: 10.1007/s00414-019-02195-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 10/22/2019] [Indexed: 12/27/2022]
Abstract
OBJECTIVES The main objective of this study was to evaluate the diagnostic performance of the OpenRib software against the gold standard of autopsy in the detection of rib fractures. The secondary objective was to measure inter-rater agreement between each radiological reader. MATERIALS AND METHODS Thirty-six subjects who underwent postmortem CT and autopsy were included in this study. Rib fractures were first assessed during the autopsy by carefully dissecting and examining each rib. They were also independently evaluated by three readers using OpenRib software. This software produces from postmortem CT images a reformat of the rib cage and a display of all ribs in a single plane. Each reader was asked to determine if the rib was fractured and, if so, whether the fracture was single or multiple. RESULTS After exclusions, 649 ribs were included in the statistical analysis. The two readers with a similar level of experience showed a satisfactory inter-rater agreement and a sensitivity of 0.73 and 0.83 with a specificity of 0.95 and 0.91. However, the experienced reader diagnosed significantly more fractures than the autopsy and the other two readers (p < 0.001). CONCLUSION The use of automatic rib unfolding software in postmortem CT allows an efficient and accurate assessment of rib fractures and enables the diagnosis of fractures that cannot be detected during a standard autopsy. For now, this method seems to be the simplest that can be routinely performed; however, it requires training time in order to be sufficiently effective.
Collapse
Affiliation(s)
- Martin Kolopp
- Service de médecine légale, CHRU de Nancy, rue du Morvan, 54500, Vandœuvre-lès-Nancy, France.
| | - Nicolas Douis
- Service d'imagerie Guilloz, CHRU de Nancy, 29 avenue du Maréchal de Lattre de Tassigny, 54000, Nancy, France
| | - Ayla Urbaneja
- Service d'imagerie Guilloz, CHRU de Nancy, 29 avenue du Maréchal de Lattre de Tassigny, 54000, Nancy, France
| | - Cédric Baumann
- Plateforme d'Aide à la Recherche Clinique (PARC), UMDS, CHRU de Nancy, rue du Morvan, 54500, Vandœuvre-lès-Nancy, France
| | | | - Alain Blum
- Service d'imagerie Guilloz, CHRU de Nancy, 29 avenue du Maréchal de Lattre de Tassigny, 54000, Nancy, France
| | - Laurent Martrille
- Service de médecine légale, CHRU de Nancy, rue du Morvan, 54500, Vandœuvre-lès-Nancy, France
| |
Collapse
|
5
|
Chantry A, Kazmi M, Barrington S, Goh V, Mulholland N, Streetly M, Lai M, Pratt G. Guidelines for the use of imaging in the management of patients with myeloma. Br J Haematol 2017; 178:380-393. [PMID: 28677897 DOI: 10.1111/bjh.14827] [Citation(s) in RCA: 93] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The role of imaging in myeloma has gained increasing importance over the past few years. The recently revised definition of myeloma from the International Myeloma Working Group (IMWG) includes cross sectional imaging as a method to define bone disease and also incorporates its use in the disease definition for patients with suspected smouldering myeloma. The National Institute for Health and Care Excellence myeloma guidelines also recommend cross sectional imaging for patients with suspected myeloma. There is also increasing use of imaging in disease assessments and the International Myeloma Working Group has recently incorporated imaging in defining new response categories of minimal residual disease negativity, with or without imaging-based evidence of disease. Plain X-rays have previously been the standard imaging modality included in a myeloma work up at presentation but evidence is mounting for use of cross-sectional modalities such as computed tomography (CT), magnetic resonance imaging (MRI) and 18 fluoro-deoxyglucose (18 F-FDG) positron emission tomography (PET)/CT. Funding and therefore availability of newer imaging techniques remains a barrier. Here, we propose an evidence-based approach to the use and technical application of the latest imaging modalities at diagnosis and in the follow-up of patients with myeloma and plasmacytoma.
Collapse
Affiliation(s)
- Andrew Chantry
- Department of Haematology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Majid Kazmi
- Department of Haematology, Guys and St Thomas's NHS Foundation Trust, London, UK
| | - Sally Barrington
- Division of Imaging Sciences & Biomedical Engineering, King's College London Department of Cancer Imaging, London, UK
- The PET Centre, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Vicky Goh
- Division of Imaging Sciences & Biomedical Engineering, King's College London Department of Cancer Imaging, London, UK
- Department of Radiology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Nicola Mulholland
- Department of Radiology, Kings College Hospital NHS Foundation Trust, London, UK
| | - Matthew Streetly
- Department of Haematology, Guys and St Thomas's NHS Foundation Trust, London, UK
| | | | - Guy Pratt
- Department of Haematology, University Hospital Birmingham NHS Foundation Trust, Birmingham, UK
| |
Collapse
|
6
|
Longitudinal Computed Tomography Monitoring of Pelvic Bones in Patients With Breast Cancer Using Automated Bone Subtraction Software. Invest Radiol 2017; 52:288-294. [DOI: 10.1097/rli.0000000000000343] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
|
7
|
Khung S, Masset P, Duhamel A, Faivre JB, Flohr T, Remy J, Remy-Jardin M. Automated 3D Rendering of Ribs in 110 Polytrauma Patients: Strengths and Limitations. Acad Radiol 2017; 24:146-152. [PMID: 27863898 DOI: 10.1016/j.acra.2016.09.018] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 09/21/2016] [Accepted: 09/25/2016] [Indexed: 11/29/2022]
Abstract
RATIONALE AND OBJECTIVES To evaluate the strengths and limitations of a rib-unfolding software in a polytrauma context. MATERIALS AND METHODS Chest computed tomography (CT) examinations of 110 patients were reviewed for specific detection of rib fractures using: (1) transverse CT sections ± multiplanar reformattings (ie, the standard of reference), and (2) unfolded rib images reconstructed by the CT Bone Reading software with the possibility of rib analysis along their long axis and creation of standard orthogonal views in different orientations of any area suspected of fracture. RESULTS The software provided complete reconstruction of the whole rib cage in 94 patients (85.5%) and partially incomplete reconstruction in 16 patients (14.5%). The percentage of ribs inadequately reconstructed was 1.5% (40 of 2640 ribs), mainly related to unfused epiphyses (13 of 40), costal hypoplasia (8 of 40), and vertebral fracture (6 of 40). The sensitivity and specificity in detecting rib fractures at a per-patient, per-rib, and per-costal arc level ranged from 0.73 to 0.84 and 0.99 to 1, respectively. At a costal arc level, the reader's misinterpretations accounted for 67% (4 of 6) of false-positive and 24% (20/84) of false-negative results, and interpretive difficulties were encountered for single-cortex fractures or fractures at the extremities of the costal shaft. CONCLUSIONS An accurate diagnosis of rib fracture was achieved with the reading of unfolded rib images. In a polytrauma context, the evaluated system could facilitate rib analysis.
Collapse
Affiliation(s)
- Suonita Khung
- Department of Thoracic Imaging, Hospital Calmette, Univ. Lille, CHU Lille, EA 2694, F-59000 Lille, France
| | - Pauline Masset
- Department of Thoracic Imaging, Hospital Calmette, Univ. Lille, CHU Lille, EA 2694, F-59000 Lille, France
| | - Alain Duhamel
- Department of Biostatistics, Univ. Lille, CHU Lille, EA 2694, F-59000 Lille, France
| | - Jean-Baptiste Faivre
- Department of Thoracic Imaging, Hospital Calmette, Univ. Lille, CHU Lille, EA 2694, F-59000 Lille, France
| | - Thomas Flohr
- Department of Research & Development, Computed Tomography, Siemens Healthcare GmBh, Forchheim, Germany
| | - Jacques Remy
- Department of Thoracic Imaging, Hospital Calmette, Univ. Lille, CHU Lille, EA 2694, F-59000 Lille, France
| | - Martine Remy-Jardin
- Department of Thoracic Imaging, Hospital Calmette, Univ. Lille, CHU Lille, EA 2694, F-59000 Lille, France.
| |
Collapse
|
8
|
Simplified response monitoring criteria for multiple myeloma in patients undergoing therapy with novel agents using computed tomography. Eur J Radiol 2016; 85:2195-2199. [PMID: 27842666 DOI: 10.1016/j.ejrad.2016.10.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Revised: 08/24/2016] [Accepted: 10/14/2016] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Multiple myeloma is a malignant hematological disorder of the mature B-cell lymphocytes originating in the bone marrow. While therapy monitoring is still mainly based on laboratory biomarkers, the additional use of imaging has been advocated due to inaccuracies of serological biomarkers or in a-secretory myelomas. Non-enhanced CT and MRI have similar sensitivities for lesions in yellow marrow-rich bone marrow cavities with a favourable risk and cost-effectiveness profile of CT. Nevertheless, these methods are still limited by frequently high numbers of medullary lesions and its time consumption for proper evaluation. OBJECTIVE To establish simplified response criteria by correlating size and CT attenuation changes of medullary multiple myeloma lesions in the appendicular skeleton with the course of lytic bone lesions in the entire skeleton. Furthermore to evaluate these criteria with respect to established hematological myeloma-specific parameters for the prediction of treatment response to bortezomib or lenalidomide. MATERIALS AND METHODS Non-enhanced reduced-dose whole-body CT examinations of 78 consecutive patients (43 male, 35 female, mean age 63.69±9.2years) with stage III multiple myeloma were retrospectively re-evaluated. On per patient basis, size and mean CT attenuation of 2-4 representative lesions in the limbs were measured at baseline and at a follow-up after a mean of 8 months. Results were compared with the course of lytical bone lesions as well with that of specific hematological biomarkers. Myeloma response was assessed according to the International Myeloma Working Group (IMWG) uniform response criteria. Testing for correlation between response of medullary lesions (Respmed) and response of all myeloma manifestations including osteolyses (Resptotal) was performed using the corrected contingency coefficient (Ccorr). RESULTS The correlation between Respmed based on length diameter and transverse diameter and Resptotal was perfect (Ccorr=1.0; p<0.0001) whereas the correlation based on density was moderate (Ccorr=0.54; p<0.0001). The evaluation of simplified response criteria with a measurement of only 2 medullary lesions yielded the best sensitivity and specificity valued for treatment-induced changes for the length diameter evaluation with 94.4%/95.7% for prediction of progressive disease and 78.6%/93.3% for prediction of therapy response. There were no significant differences between patients treated with bortezomib and lenalidomide (p>0.05). CONCLUSION Measurements of size of a minimum of two medullary lesions is sufficient for response assessment and correlates very well with the course of lytic bone lesions and that of hematologic parameters.
Collapse
|