Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.07.010
Advances in radiology are crucial not only to the future of the field but to medicine as a whole. Here, we present three emerging areas of medicine that are poised to change how health care is delivered—hospital at home, artificial intelligence, and precision medicine—and illustrate how advances in radiological tools and technologies are helping to fuel the growth of these markets in the United States and across the globe.
{"title":"Transforming Health Care Landscapes: The Lever of Radiology Research and Innovation on Emerging Markets Poised for Aggressive Growth","authors":"","doi":"10.1016/j.jacr.2024.07.010","DOIUrl":"10.1016/j.jacr.2024.07.010","url":null,"abstract":"<div><div>Advances in radiology are crucial not only to the future of the field but to medicine as a whole. Here, we present three emerging areas of medicine that are poised to change how health care is delivered—hospital at home, artificial intelligence, and precision medicine—and illustrate how advances in radiological tools and technologies are helping to fuel the growth of these markets in the United States and across the globe.</div></div>","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.08.007
This article argues that innovation should be guided by the values of the field it hopes to advance. As radiology has come to recognize its role in creating or perpetuating imaging disparities, it has become evident that imaging disparities may arise from innovations that fail to consider impacts on justice from the outset. Acknowledging that a radiologist’s deepest commitments as a physician involve doing no harm, doing good, and ensuring justice, we propose redefining stewardship in radiologic innovation to include a positive obligation to prioritize justice in innovation. Engaging in justice-oriented innovation requires an imaging disparity to be identified, understood, and targeted through a concerted developmental effort. To this end, we consider the structural changes necessary to achieve this objective and provide a template outlining a future for radiologic innovation that aims to mitigate imaging disparities. We provide a simple rubric by which innovative efforts can be deemed “justice-oriented innovations” in environments featuring a surplus of ideas and limited resources to facilitate their prioritization. Innovations that are likely to mitigate imaging disparities should have access to accelerated pipelines for development and commercialization.
{"title":"A Practical Framework for Promoting Justice-Oriented Innovation in Radiology","authors":"","doi":"10.1016/j.jacr.2024.08.007","DOIUrl":"10.1016/j.jacr.2024.08.007","url":null,"abstract":"<div><div>This article argues that innovation should be guided by the values of the field it hopes to advance. As radiology has come to recognize its role in creating or perpetuating imaging disparities, it has become evident that imaging disparities may arise from innovations that fail to consider impacts on justice from the outset. Acknowledging that a radiologist’s deepest commitments as a physician involve doing no harm, doing good, and ensuring justice, we propose redefining stewardship in radiologic innovation to include a positive obligation to prioritize justice in innovation. Engaging in justice-oriented innovation requires an imaging disparity to be identified, understood, and targeted through a concerted developmental effort. To this end, we consider the structural changes necessary to achieve this objective and provide a template outlining a future for radiologic innovation that aims to mitigate imaging disparities. We provide a simple rubric by which innovative efforts can be deemed “justice-oriented innovations” in environments featuring a surplus of ideas and limited resources to facilitate their prioritization. Innovations that are likely to mitigate imaging disparities should have access to accelerated pipelines for development and commercialization.</div></div>","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142445573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.07.008
{"title":"Board Composition and Corporate Coherence: Lessons for the Radiology Community","authors":"","doi":"10.1016/j.jacr.2024.07.008","DOIUrl":"10.1016/j.jacr.2024.07.008","url":null,"abstract":"","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.03.001
{"title":"Using Machine Learning to Predict Adherence to Recommended Imaging Follow-Up","authors":"","doi":"10.1016/j.jacr.2024.03.001","DOIUrl":"10.1016/j.jacr.2024.03.001","url":null,"abstract":"","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140095304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.03.020
{"title":"Future of Interventional Radiology: Advocating for Independence With Careful Consideration","authors":"","doi":"10.1016/j.jacr.2024.03.020","DOIUrl":"10.1016/j.jacr.2024.03.020","url":null,"abstract":"","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141441203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.09.002
{"title":"Rogues, Inertia, and the Dogma of Innovation in Health Care","authors":"","doi":"10.1016/j.jacr.2024.09.002","DOIUrl":"10.1016/j.jacr.2024.09.002","url":null,"abstract":"","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142147052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.04.007
{"title":"A Closer Look at the Biden Administration’s Executive Order on Artificial Intelligence: Implications for the Imaging Space","authors":"","doi":"10.1016/j.jacr.2024.04.007","DOIUrl":"10.1016/j.jacr.2024.04.007","url":null,"abstract":"","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140841893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.05.006
Medical extended reality (MXR), encompassing augmented reality, virtual reality, and mixed reality (MR), presents a novel paradigm in radiology training by offering immersive, interactive, and realistic learning experiences in health care. Although traditional educational tools in the field of radiology are essential, it is necessary to capitalize on the innovative and emerging educational applications of extended reality (XR) technologies. At the most basic level of learning anatomy, XR has been extensively used with an emphasis on its superiority over conventional learning methods, especially in spatial understanding and recall. For imaging interpretation, XR has fostered the concepts of virtual reading rooms by enabling collaborative learning environments and enhancing image analysis and understanding. Moreover, image-guided interventions in interventional radiology have witnessed an uptick in XR utilization, illustrating its effectiveness in procedural training and skill acquisition for medical students and residents in a safe and risk-free environment. However, there remain several challenges and limitations for XR in radiology education, including technological, economic, and ergonomic challenges and and integration into existing curricula. This review explores the transformative potential of MXR in radiology education and training along with insights on the future of XR in radiology education, forecasting advancements in immersive simulations, artificial intelligence integration for personalized learning, and the potential of cloud-based XR platforms for remote and collaborative training. In summation, MXR’s burgeoning role in reshaping radiology education offers a safer, scalable, and more efficient training model that aligns with the dynamic healthcare landscape.
{"title":"Medical Extended Reality for Radiology Education and Training","authors":"","doi":"10.1016/j.jacr.2024.05.006","DOIUrl":"10.1016/j.jacr.2024.05.006","url":null,"abstract":"<div><div>Medical extended reality (MXR), encompassing augmented reality, virtual reality, and mixed reality (MR), presents a novel paradigm in radiology training by offering immersive, interactive, and realistic learning experiences in health care. Although traditional educational tools in the field of radiology are essential, it is necessary to capitalize on the innovative and emerging educational applications of extended reality (XR) technologies. At the most basic level of learning anatomy, XR has been extensively used with an emphasis on its superiority over conventional learning methods, especially in spatial understanding and recall. For imaging interpretation, XR has fostered the concepts of virtual reading rooms by enabling collaborative learning environments and enhancing image analysis and understanding. Moreover, image-guided interventions in interventional radiology have witnessed an uptick in XR utilization, illustrating its effectiveness in procedural training and skill acquisition for medical students and residents in a safe and risk-free environment. However, there remain several challenges and limitations for XR in radiology education, including technological, economic, and ergonomic challenges and and integration into existing curricula. This review explores the transformative potential of MXR in radiology education and training along with insights on the future of XR in radiology education, forecasting advancements in immersive simulations, artificial intelligence integration for personalized learning, and the potential of cloud-based XR platforms for remote and collaborative training. In summation, MXR’s burgeoning role in reshaping radiology education offers a safer, scalable, and more efficient training model that aligns with the dynamic healthcare landscape.</div></div>","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141312453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.06.002
{"title":"Improving Patient Understanding of Prostate Cancer Risks Associated With Prostate Imaging Reporting and Data System Lexicon","authors":"","doi":"10.1016/j.jacr.2024.06.002","DOIUrl":"10.1016/j.jacr.2024.06.002","url":null,"abstract":"","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141332683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01DOI: 10.1016/j.jacr.2024.07.009
{"title":"Empowering Radiology’s Future: A Proposed Leadership and Innovation Framework for a Radiology Department","authors":"","doi":"10.1016/j.jacr.2024.07.009","DOIUrl":"10.1016/j.jacr.2024.07.009","url":null,"abstract":"","PeriodicalId":49044,"journal":{"name":"Journal of the American College of Radiology","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}