{"title":"Rethinking Lung Cancer Imaging: A Radiologist’s Role in an Evolving Landscape","authors":"Prachi P Agarwal","doi":"10.1053/j.ro.2025.06.001","DOIUrl":"10.1053/j.ro.2025.06.001","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 4","pages":"Page 355"},"PeriodicalIF":1.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327373","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cardiothoracic Imaging AI for Cardiac Diseases","authors":"Satvik Tripathi , Rupal O’Quinn , Tessa S. Cook","doi":"10.1053/j.ro.2025.06.004","DOIUrl":"10.1053/j.ro.2025.06.004","url":null,"abstract":"<div><div>Artificial intelligence (AI) has transformed medical imaging across disciplines. In cardiothoracic imaging, AI has the potential to impact all modalities, including chest radiography, echocardiography, computed tomography, magnetic resonance imaging, and nuclear cardiology. Use cases include automated structural and functional quantification of anatomic structures, lesion detection and characterization, and novel disease screening opportunities. Here, we discuss techniques and applications specific to cardiovascular diseases, including multimodal AI, coronary artery disease and coronary calcium detection, cardiac structural and functional evaluation, analysis of acute aortic syndromes, and evolving use cases such as pericardial disease evaluation and pulmonary hypertension assessment. We also discuss population health-related aspects of AI, model development challenges, and ethical considerations.</div></div>","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 4","pages":"Pages 413-421"},"PeriodicalIF":1.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Radiogenomics in Lung Cancer—Linking Imaging Phenotypes to Genetic Profiles","authors":"Hiren J. Mehta, Michael DiRico, Karthik Vijayan","doi":"10.1053/j.ro.2025.05.001","DOIUrl":"10.1053/j.ro.2025.05.001","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 4","pages":"Pages 405-412"},"PeriodicalIF":1.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Samuel R. Friedlander, Rocio Perez-Johnston, Markus Y. Wu
{"title":"Challenges in Imaging Pulmonary Nodules: Differentiating Benign from Malignant Lesions","authors":"Samuel R. Friedlander, Rocio Perez-Johnston, Markus Y. Wu","doi":"10.1053/j.ro.2025.04.002","DOIUrl":"10.1053/j.ro.2025.04.002","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 4","pages":"Pages 365-380"},"PeriodicalIF":1.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Palmi Shah, Ramya S. Gaddikeri, Maham Jehangir, Kaitlin M. Robling, Mohamed Z. Hussein
{"title":"Oligometastatic and Oligoprogressive Disease in Lung Cancer: Concepts for Radiologists","authors":"Palmi Shah, Ramya S. Gaddikeri, Maham Jehangir, Kaitlin M. Robling, Mohamed Z. Hussein","doi":"10.1053/j.ro.2025.04.007","DOIUrl":"10.1053/j.ro.2025.04.007","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 4","pages":"Pages 381-404"},"PeriodicalIF":1.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Juliana Barreto Caldas de Lima , Ian Griffin , Jessica Shapiro Gemmell , Kayla Davis , Udochukwu Amanamba , Navid Asadi Zanjani , Mohammad Reza Hosseini Siyanaki , Tan-Lucien Mohammed , Takis Benos , Rosana Souza Rodrigues , Diana Gomez Manjarres , Arezou Sobhani , Bruno Hochhegger
{"title":"Ethical, Regulatory, and Practical Challenges in Artificial Intelligence-Driven Chest Imaging","authors":"Juliana Barreto Caldas de Lima , Ian Griffin , Jessica Shapiro Gemmell , Kayla Davis , Udochukwu Amanamba , Navid Asadi Zanjani , Mohammad Reza Hosseini Siyanaki , Tan-Lucien Mohammed , Takis Benos , Rosana Souza Rodrigues , Diana Gomez Manjarres , Arezou Sobhani , Bruno Hochhegger","doi":"10.1053/j.ro.2025.06.003","DOIUrl":"10.1053/j.ro.2025.06.003","url":null,"abstract":"<div><div>Artificial intelligence (AI) enhances the practice of chest imaging<span> by improving diagnostic accuracy, streamlining workflows, and facilitating personalized patient care. As a powerful tool, AI augments the expertise of radiologists, enabling more precise evaluations and quicker decision-making. This article examines the barriers to AI adoption in chest imaging, focusing on challenges related to bias, transparency, accountability, and data privacy. We discuss the ethical implications of AI-driven decision-making, particularly concerning fairness, and propose strategies to address these concerns. Additionally, we explore regulatory obstacles, including the approval pathways for AI algorithms and the need for continuous learning and adaptability in clinical settings. We also address practical considerations, such as the integration of AI tools into existing workflows, model generalizability, and economic factors. The article concludes with recommendations for responsible AI adoption, emphasizing the importance of interdisciplinary collaboration, robust validation frameworks, and continuous education for radiologists. By navigating these challenges, the radiology community can effectively leverage AI’s potential, ultimately leading to enhanced patient outcomes and improved diagnostic processes.</span></div></div>","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 4","pages":"Pages 422-438"},"PeriodicalIF":1.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Letter from the Guest Editor: State of the art and future trends in thoracic oncologic Imaging","authors":"Tan Lucien Mohammed","doi":"10.1053/j.ro.2025.04.008","DOIUrl":"10.1053/j.ro.2025.04.008","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 4","pages":"Page 356"},"PeriodicalIF":1.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Joice Prodigios , Ronak Kundalia , Amanda Acevedo , Jean Bontemps , David Pfaehler , Md Mahfuz Al Hasan , Kyle B. See , Nupur Verma , Daniela Hochhegger , Alysson Roncally Silva Carvalho , Tan-Lucien Mohammed , Bruno Hochhegger
{"title":"Quantitative Imaging Biomarkers in Lung Cancer: Current Trends and Future Directions","authors":"Joice Prodigios , Ronak Kundalia , Amanda Acevedo , Jean Bontemps , David Pfaehler , Md Mahfuz Al Hasan , Kyle B. See , Nupur Verma , Daniela Hochhegger , Alysson Roncally Silva Carvalho , Tan-Lucien Mohammed , Bruno Hochhegger","doi":"10.1053/j.ro.2025.06.002","DOIUrl":"10.1053/j.ro.2025.06.002","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 4","pages":"Pages 439-449"},"PeriodicalIF":1.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Advances in Radionuclide Imaging With SPECT/CT","authors":"Daniel J. Wale","doi":"10.1053/j.ro.2025.02.006","DOIUrl":"10.1053/j.ro.2025.02.006","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":"60 3","pages":"Pages 274-287"},"PeriodicalIF":0.8,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144556895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}