{"title":"Screening Mammography with AI and Supplemental Breast US: Current Status.","authors":"Gary J Whitman, Stamatia V Destounis","doi":"10.1148/radiol.241362","DOIUrl":"10.1148/radiol.241362","url":null,"abstract":"","PeriodicalId":20896,"journal":{"name":"Radiology","volume":null,"pages":null},"PeriodicalIF":12.1,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141748964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"MRI for Local-Regional Staging of Gastric Cancer: A Promising Approach.","authors":"Ramiro J Méndez, Susana Martín-Garre","doi":"10.1148/radiol.241384","DOIUrl":"10.1148/radiol.241384","url":null,"abstract":"","PeriodicalId":20896,"journal":{"name":"Radiology","volume":null,"pages":null},"PeriodicalIF":12.1,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141620809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Joseph Brunet, Andrew C Cook, Claire L Walsh, James Cranley, Paul Tafforeau, Klaus Engel, Owen Arthurs, Camille Berruyer, Emer Burke O'Leary, Alexandre Bellier, Ryo Torii, Christopher Werlein, Danny D Jonigk, Maximilian Ackermann, Kathleen Dollman, Peter D Lee
Background Current clinical imaging modalities such as CT and MRI provide resolution adequate to diagnose cardiovascular diseases but cannot depict detailed structural features in the heart across length scales. Hierarchical phase-contrast tomography (HiP-CT) uses fourth-generation synchrotron sources with improved x-ray brilliance and high energies to provide micron-resolution imaging of intact adult organs with unprecedented detail. Purpose To evaluate the capability of HiP-CT to depict the macro- to microanatomy of structurally normal and abnormal adult human hearts ex vivo. Materials and Methods Between February 2021 and September 2023, two adult human donor hearts were obtained, fixed in formalin, and prepared using a mixture of crushed agar in a 70% ethanol solution. One heart was from a 63-year-old White male without known cardiac disease, and the other was from an 87-year-old White female with a history of multiple known cardiovascular pathologies including ischemic heart disease, hypertension, and atrial fibrillation. Nondestructive ex vivo imaging of these hearts without exogenous contrast agent was performed using HiP-CT at the European Synchrotron Radiation Facility. Results HiP-CT demonstrated the capacity for high-spatial-resolution, multiscale cardiac imaging ex vivo, revealing histologic-level detail of the myocardium, valves, coronary arteries, and cardiac conduction system across length scales. Virtual sectioning of the cardiac conduction system provided information on fatty infiltration, vascular supply, and pathways between the cardiac nodes and adjacent structures. HiP-CT achieved resolutions ranging from gross (isotropic voxels of approximately 20 µm) to microscopic (approximately 6.4-µm voxel size) to cellular (approximately 2.3-µm voxel size) in scale. The potential for quantitative assessment of features in health and disease was demonstrated. Conclusion HiP-CT provided high-spatial-resolution, three-dimensional images of structurally normal and diseased ex vivo adult human hearts. Whole-heart image volumes were obtained with isotropic voxels of approximately 20 µm, and local regions of interest were obtained with resolution down to 2.3-6.4 µm without the need for sectioning, destructive techniques, or exogenous contrast agents. Published under a CC BY 4.0 license Supplemental material is available for this article. See also the editorial by Bluemke and Pourmorteza in this issue.
{"title":"Multidimensional Analysis of the Adult Human Heart in Health and Disease Using Hierarchical Phase-Contrast Tomography.","authors":"Joseph Brunet, Andrew C Cook, Claire L Walsh, James Cranley, Paul Tafforeau, Klaus Engel, Owen Arthurs, Camille Berruyer, Emer Burke O'Leary, Alexandre Bellier, Ryo Torii, Christopher Werlein, Danny D Jonigk, Maximilian Ackermann, Kathleen Dollman, Peter D Lee","doi":"10.1148/radiol.232731","DOIUrl":"10.1148/radiol.232731","url":null,"abstract":"<p><p>Background Current clinical imaging modalities such as CT and MRI provide resolution adequate to diagnose cardiovascular diseases but cannot depict detailed structural features in the heart across length scales. Hierarchical phase-contrast tomography (HiP-CT) uses fourth-generation synchrotron sources with improved x-ray brilliance and high energies to provide micron-resolution imaging of intact adult organs with unprecedented detail. Purpose To evaluate the capability of HiP-CT to depict the macro- to microanatomy of structurally normal and abnormal adult human hearts ex vivo. Materials and Methods Between February 2021 and September 2023, two adult human donor hearts were obtained, fixed in formalin, and prepared using a mixture of crushed agar in a 70% ethanol solution. One heart was from a 63-year-old White male without known cardiac disease, and the other was from an 87-year-old White female with a history of multiple known cardiovascular pathologies including ischemic heart disease, hypertension, and atrial fibrillation. Nondestructive ex vivo imaging of these hearts without exogenous contrast agent was performed using HiP-CT at the European Synchrotron Radiation Facility. Results HiP-CT demonstrated the capacity for high-spatial-resolution, multiscale cardiac imaging ex vivo, revealing histologic-level detail of the myocardium, valves, coronary arteries, and cardiac conduction system across length scales. Virtual sectioning of the cardiac conduction system provided information on fatty infiltration, vascular supply, and pathways between the cardiac nodes and adjacent structures. HiP-CT achieved resolutions ranging from gross (isotropic voxels of approximately 20 µm) to microscopic (approximately 6.4-µm voxel size) to cellular (approximately 2.3-µm voxel size) in scale. The potential for quantitative assessment of features in health and disease was demonstrated. Conclusion HiP-CT provided high-spatial-resolution, three-dimensional images of structurally normal and diseased ex vivo adult human hearts. Whole-heart image volumes were obtained with isotropic voxels of approximately 20 µm, and local regions of interest were obtained with resolution down to 2.3-6.4 µm without the need for sectioning, destructive techniques, or exogenous contrast agents. Published under a CC BY 4.0 license <i>Supplemental material is available for this article.</i> See also the editorial by Bluemke and Pourmorteza in this issue.</p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":null,"pages":null},"PeriodicalIF":12.1,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11303834/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141620811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pae Sun Suh, Woo Hyun Shim, Chong Hyun Suh, Hwon Heo, Chae Ri Park, Hye Joung Eom, Kye Jin Park, Jooae Choe, Pyeong Hwa Kim, Hyo Jung Park, Yura Ahn, Ho Young Park, Yoonseok Choi, Chang-Yun Woo, Hyungjun Park
Mathias W Brejnebøl, Anders Lenskjold, Katharina Ziegeler, Huib Ruitenbeek, Felix C Müller, Janus U Nybing, Jacob J Visser, Loes M Schiphouwer, Jorrit Jasper, Behschad Bashian, Haoyin Cao, Maximilian Muellner, Sebastian A Dahlmann, Dimitar I Radev, Ann Ganestam, Camilla T Nielsen, Carsten U Stroemmen, Edwin H G Oei, Kay-Geert A Hermann, Mikael Boesen
Background Due to conflicting findings in the literature, there are concerns about a lack of objectivity in grading knee osteoarthritis (KOA) on radiographs. Purpose To examine how artificial intelligence (AI) assistance affects the performance and interobserver agreement of radiologists and orthopedists of various experience levels when evaluating KOA on radiographs according to the established Kellgren-Lawrence (KL) grading system. Materials and Methods In this retrospective observer performance study, consecutive standing knee radiographs from patients with suspected KOA were collected from three participating European centers between April 2019 and May 2022. Each center recruited four readers across radiology and orthopedic surgery at in-training and board-certified experience levels. KL grading (KL-0 = no KOA, KL-4 = severe KOA) on the frontal view was assessed by readers with and without assistance from a commercial AI tool. The majority vote of three musculoskeletal radiology consultants established the reference standard. The ordinal receiver operating characteristic method was used to estimate grading performance. Light kappa was used to estimate interrater agreement, and bootstrapped t statistics were used to compare groups. Results Seventy-five studies were included from each center, totaling 225 studies (mean patient age, 55 years ± 15 [SD]; 113 female patients). The KL grades were KL-0, 24.0% (n = 54); KL-1, 28.0% (n = 63); KL-2, 21.8% (n = 49); KL-3, 18.7% (n = 42); and KL-4, 7.6% (n = 17). Eleven readers completed their readings. Three of the six junior readers showed higher KL grading performance with versus without AI assistance (area under the receiver operating characteristic curve, 0.81 ± 0.017 [SEM] vs 0.88 ± 0.011 [P < .001]; 0.76 ± 0.018 vs 0.86 ± 0.013 [P < .001]; and 0.89 ± 0.011 vs 0.91 ± 0.009 [P = .008]). Interobserver agreement for KL grading among all readers was higher with versus without AI assistance (κ = 0.77 ± 0.018 [SEM] vs 0.85 ± 0.013; P < .001). Board-certified radiologists achieved almost perfect agreement for KL grading when assisted by AI (κ = 0.90 ± 0.01), which was higher than that achieved by the reference readers independently (κ = 0.84 ± 0.017; P = .01). Conclusion AI assistance increased junior readers' radiographic KOA grading performance and increased interobserver agreement for osteoarthritis grading across all readers and experience levels. Published under a CC BY 4.0 license. Supplemental material is available for this article.
{"title":"Interobserver Agreement and Performance of Concurrent AI Assistance for Radiographic Evaluation of Knee Osteoarthritis.","authors":"Mathias W Brejnebøl, Anders Lenskjold, Katharina Ziegeler, Huib Ruitenbeek, Felix C Müller, Janus U Nybing, Jacob J Visser, Loes M Schiphouwer, Jorrit Jasper, Behschad Bashian, Haoyin Cao, Maximilian Muellner, Sebastian A Dahlmann, Dimitar I Radev, Ann Ganestam, Camilla T Nielsen, Carsten U Stroemmen, Edwin H G Oei, Kay-Geert A Hermann, Mikael Boesen","doi":"10.1148/radiol.233341","DOIUrl":"10.1148/radiol.233341","url":null,"abstract":"<p><p>Background Due to conflicting findings in the literature, there are concerns about a lack of objectivity in grading knee osteoarthritis (KOA) on radiographs. Purpose To examine how artificial intelligence (AI) assistance affects the performance and interobserver agreement of radiologists and orthopedists of various experience levels when evaluating KOA on radiographs according to the established Kellgren-Lawrence (KL) grading system. Materials and Methods In this retrospective observer performance study, consecutive standing knee radiographs from patients with suspected KOA were collected from three participating European centers between April 2019 and May 2022. Each center recruited four readers across radiology and orthopedic surgery at in-training and board-certified experience levels. KL grading (KL-0 = no KOA, KL-4 = severe KOA) on the frontal view was assessed by readers with and without assistance from a commercial AI tool. The majority vote of three musculoskeletal radiology consultants established the reference standard. The ordinal receiver operating characteristic method was used to estimate grading performance. Light kappa was used to estimate interrater agreement, and bootstrapped <i>t</i> statistics were used to compare groups. Results Seventy-five studies were included from each center, totaling 225 studies (mean patient age, 55 years ± 15 [SD]; 113 female patients). The KL grades were KL-0, 24.0% (<i>n</i> = 54); KL-1, 28.0% (<i>n</i> = 63); KL-2, 21.8% (<i>n</i> = 49); KL-3, 18.7% (<i>n</i> = 42); and KL-4, 7.6% (<i>n</i> = 17). Eleven readers completed their readings. Three of the six junior readers showed higher KL grading performance with versus without AI assistance (area under the receiver operating characteristic curve, 0.81 ± 0.017 [SEM] vs 0.88 ± 0.011 [<i>P</i> < .001]; 0.76 ± 0.018 vs 0.86 ± 0.013 [<i>P</i> < .001]; and 0.89 ± 0.011 vs 0.91 ± 0.009 [<i>P</i> = .008]). Interobserver agreement for KL grading among all readers was higher with versus without AI assistance (κ = 0.77 ± 0.018 [SEM] vs 0.85 ± 0.013; <i>P</i> < .001). Board-certified radiologists achieved almost perfect agreement for KL grading when assisted by AI (κ = 0.90 ± 0.01), which was higher than that achieved by the reference readers independently (κ = 0.84 ± 0.017; <i>P</i> = .01). Conclusion AI assistance increased junior readers' radiographic KOA grading performance and increased interobserver agreement for osteoarthritis grading across all readers and experience levels. Published under a CC BY 4.0 license. <i>Supplemental material is available for this article.</i></p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":null,"pages":null},"PeriodicalIF":12.1,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141559616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Miriam A Bredella, Florian J Fintelmann, A John Iafrate, Ibiayi Dagogo-Jack, Keith J Dreyer, David N Louis, James A Brink, Jochen K Lennerz
{"title":"Administrative Alignment for Integrated Diagnostics Leads to Shortened Time to Diagnose and Service Optimization.","authors":"Miriam A Bredella, Florian J Fintelmann, A John Iafrate, Ibiayi Dagogo-Jack, Keith J Dreyer, David N Louis, James A Brink, Jochen K Lennerz","doi":"10.1148/radiol.240335","DOIUrl":"10.1148/radiol.240335","url":null,"abstract":"","PeriodicalId":20896,"journal":{"name":"Radiology","volume":null,"pages":null},"PeriodicalIF":12.1,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11294756/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141793227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Muhammad Umer, Usman Sagheer, Wilfred Furtado, Matthew Shotwell, Jonathan Joshi, Mrinali Shetty, Dinesh K Kalra
History: A 43-year-old male patient with no known past medical history presented to the emergency department with new-onset bitemporal headache, dizziness, and bilateral lower extremity weakness for 1 day. The patient denied chest pain, shortness of breath, cough, or recent exposure to sick individuals. He was not on any medications and denied alcohol or illicit drug use. Vital signs were unremarkable. Physical examination was notable for a left-sided pronator drift and bilateral dysmetria that was more pronounced on the left. Results of routine laboratory workup, including complete blood count, metabolic panel, and high-sensitivity troponin level, were normal. An electrocardiogram revealed sinus tachycardia with a heart rate of 102 beats per minute, T-wave inversions in the inferior leads, left axis deviation, incomplete right bundle branch block, and frequent premature ventricular contractions. A radiograph of the chest was unremarkable. CT of the head without contrast enhancement demonstrated no acute intracranial abnormities. MRI of the brain without contrast enhancement revealed multiple acute infarcts involving left posterior inferior cerebellar artery distribution, right cerebellar hemisphere, right mesial temporal lobe, and right posterior limb of the internal capsule. CT angiography of the head and neck showed an occlusion of the right posterior cerebral artery near its origin, with a trace of distal flow. Given that these findings were concerning for a cardioembolic etiology of acute ischemic stroke, transesophageal echocardiography was performed. This showed mild left ventricular systolic dysfunction with an ejection fraction of 40%, mild global hypokinesis, and an additional finding also seen at subsequent cardiac CT and MRI that will be disclosed in part 2 of the case. The patient was started on systemic anticoagulation and guideline-directed medical therapy for heart failure with reduced ejection fraction. CT of the chest showed no evidence of lymphadenopathy or abnormalities in the lung parenchyma or interstitium. Coronary CT angiography was performed (Fig 1), followed by cardiac MRI (Fig 2).
{"title":"Case 331.","authors":"Muhammad Umer, Usman Sagheer, Wilfred Furtado, Matthew Shotwell, Jonathan Joshi, Mrinali Shetty, Dinesh K Kalra","doi":"10.1148/radiol.232440","DOIUrl":"10.1148/radiol.232440","url":null,"abstract":"<p><strong>History: </strong>A 43-year-old male patient with no known past medical history presented to the emergency department with new-onset bitemporal headache, dizziness, and bilateral lower extremity weakness for 1 day. The patient denied chest pain, shortness of breath, cough, or recent exposure to sick individuals. He was not on any medications and denied alcohol or illicit drug use. Vital signs were unremarkable. Physical examination was notable for a left-sided pronator drift and bilateral dysmetria that was more pronounced on the left. Results of routine laboratory workup, including complete blood count, metabolic panel, and high-sensitivity troponin level, were normal. An electrocardiogram revealed sinus tachycardia with a heart rate of 102 beats per minute, T-wave inversions in the inferior leads, left axis deviation, incomplete right bundle branch block, and frequent premature ventricular contractions. A radiograph of the chest was unremarkable. CT of the head without contrast enhancement demonstrated no acute intracranial abnormities. MRI of the brain without contrast enhancement revealed multiple acute infarcts involving left posterior inferior cerebellar artery distribution, right cerebellar hemisphere, right mesial temporal lobe, and right posterior limb of the internal capsule. CT angiography of the head and neck showed an occlusion of the right posterior cerebral artery near its origin, with a trace of distal flow. Given that these findings were concerning for a cardioembolic etiology of acute ischemic stroke, transesophageal echocardiography was performed. This showed mild left ventricular systolic dysfunction with an ejection fraction of 40%, mild global hypokinesis, and an additional finding also seen at subsequent cardiac CT and MRI that will be disclosed in part 2 of the case. The patient was started on systemic anticoagulation and guideline-directed medical therapy for heart failure with reduced ejection fraction. CT of the chest showed no evidence of lymphadenopathy or abnormalities in the lung parenchyma or interstitium. Coronary CT angiography was performed (Fig 1), followed by cardiac MRI (Fig 2).</p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":null,"pages":null},"PeriodicalIF":12.1,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141793245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}