Medical imaging

Trends and Trajectories in the Rise of Large Language Models in Radiology: Scoping Review

Adhari Al Zaabi, Rashid Alshibli, Abdullah AlAmri, Ibrahim AlRuheili, Syaheerah Lebai Lutfi

JMIR Med Inform 2025 (Dec 09); 13:e78041

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Artificial Intelligence–Enabled Imaging for Predicting Preoperative Extraprostatic Extension in Prostate Cancer: Systematic Review and Meta-Analysis

Xin Zhang, Yiting Qi, Xi Wang, Haowen Chen, Jia Li

J Med Internet Res 2025 (Dec 09); 27:e80981

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Associations of Wearable-Measured Sleep and Physical Activity With Memory Performance in Older Adults: Cross-Sectional Study With Actigraphy and MRI

Geng-Hao Liu, Yueh-Hsiang Huang, Tzu-Chiao Yuan, Yueh-Peng Chen, Jung-Lung Hsu, Shwu-Hua Lee, Chih-Ming Lin, Cheng-Hong Toh, Ji-Tseng Fang, Shih-Wei Lin, Li-Pang Chuang, Ning-Hung Chen

JMIR Aging 2025 (Dec 09); 8:e80584

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The White Matter Hyperintensity Shape and Brain Clearance (WHIMAS) Study for Identification of Novel 7T Magnetic Resonance Imaging Markers of Cerebral Small Vessel Disease: Protocol for a Cross-Sectional Study

Jasmin Annica Kuhn-Keller, Ingmar Eiling, Lydiane Hirschler, Lena Václavů, Marie-Noëlle Witjes-Ané, Marjolein Wijngaarden, Martijn Nagtegaal, Ece Ercan, Nathaly Rius Ottenheim, Marjan van der Elst, Evelien Sohl, Mark A van Buchem, Simon Mooijaart, Matthias JP van Osch, Jeroen de Bresser

JMIR Res Protoc 2025 (Dec 04); 14:e77681

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AI-Powered Chest X-Ray for Diagnosing Pulmonary Tuberculosis in County and Township Health Care Facilities in Yichang: Retrospective, Real-World Study

Wenjie Jiang, Hao Zhang, Zhili Li, Xinli Jiang, Jiamei Shao, Xuelin Yang, Jingjie Xiong, Ping Zhou, Hui Zhang, Hongsheng Wang, Jianxing Yu, Xiaoyou Su, Ye Wang, Jianhua Liu, Zhongjie Li

J Med Internet Res 2025 (Dec 01); 27:e83041

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Effects of Progressive Aerobic Training on Executive-Reward Network Connectivity and Symptoms of Internet Gaming Disorder: Randomized Controlled Trial

Shaoyu Cui, Xuefeng Xu, Xin Luo, Meiting Wei, Guang-Heng Dong

JMIR Serious Games 2025 (Nov 28); 13:e83597

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Radiomics-Based Machine Learning for the Detection of Myometrial Invasion in Endometrial Cancer: Systematic Review and Meta-Analysis

Wanhao Jiang, Huali Wang, Yumeng Cui

J Med Internet Res 2025 (Nov 27); 27:e78809

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AI-Powered Thermography for Diabetic Foot Risk Stratification: Multicenter Cross-Sectional Study

Meshari F Alwashmi, Mustafa alghali, Waseem Abu-Ashour, Abdullah Mohammed Arabe, Abdullah Al Soheimi, Nasibh Abdulrahman Alharbi, Hani Mohammed Badahdah

JMIR Form Res 2025 (Nov 27); 9:e81289

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Impact of AI on Breast Cancer Detection Rates in Mammography by Radiologists of Varying Experience Levels in Singapore: Preliminary Comparative Study

Serene Si Ning Goh, Hao Du, Loon Ying Tan, Edward Zhen Yu Seah, Wai Keat Lau, Alvin Hong Zhi Ng, Shi Wei Desmond Lim, Han Yang Ong, Samuel Lau, Yi Liang Tan, Mun sze Khaw, Chee Woei Yap, Kei Yiu Douglas Hui, Wei Chuan Tan, Haziz Siti Rozana Binti Abdul, Vanessa Mei Hui Khoo, Shuliang Ge, Felicity Jane Pool, Yun Song Choo, Yi Wang, Pooja Jagmohan, Premilla Pillay Gopinathan, Mikael Hartman, Mengling Feng

JMIR Form Res 2025 (Nov 24); 9:e66931

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Eye and Systemic Disease Management Changes After Teleophthalmology Screening in Primary Care: Retrospective Cross-Sectional Pilot Study of 200 Consecutive Patients

Alexander Pinhas, Boris Pinhas, Egor Dmitruk, Stella Pinhas

JMIR Form Res 2025 (Oct 24); 9:e81918

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Survival Prediction for Postoperative Patients With Kidney Cancer Based on Computed Tomography Radiomics: Retrospective Cohort Study

Guizhen He, Liwen Lai, Guoan Yu, Haowen Pang, Xiaohui Yu, Huaiwen Zhang, Qingxiu Zhu, Yingzi Lv

JMIR Med Inform 2025 (Oct 21); 13:e73162

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Rapid Liver Fibrosis Evaluation Using the UNet-ResNet50-32 × 4d Model in Magnetic Resonance Elastography: Retrospective Study

Pei-Yuan Su, Han-Jie Shih, Jia-Lang Xu

JMIR Med Inform 2025 (Oct 20); 13:e80351

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Effects of Computerized Cognitive Training on Vesicular Acetylcholine Transporter Levels using [18F]Fluoroethoxybenzovesamicol Positron Emission Tomography in Healthy Older Adults: Results from the Improving Neurological Health in Aging via Neuroplasticity-based Computerized Exercise (INHANCE) Randomized Clinical Trial

Mouna Attarha, Ana de Figueiredo Pelegrino, Lydia Ouellet, Paule-Joanne Toussaint, Sarah-Jane Grant, Thomas Van Vleet, Etienne de Villers-Sidani

JMIR Serious Games 2025 (Oct 13); 13:e75161

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A Vision-Language–Guided Multimodal Fusion Network for Glottic Carcinoma Early Diagnosis: Model Development and Validation Study

Zhaohui Jin, Yi Shuai, Yun Li, Mianmian Chen, Yumeng Liu, Wenbin Lei, Xiaomao Fan

JMIR Med Inform 2025 (Oct 08); 13:e74902

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YOLOv12 Algorithm-Aided Detection and Classification of Lateral Malleolar Avulsion Fracture and Subfibular Ossicle Based on CT Images: Multicenter Study

Jiayi Liu, Peng Sun, Yousheng Yuan, Zihan Chen, Ke Tian, Qian Gao, Xiangsheng Li, Liang Xia, Jun Zhang, Nan Xu

JMIR Med Inform 2025 (Oct 03); 13:e79064

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The Use of Repetitive Transcranial Magnetic Stimulation to Improve Cognitive Impairment in Patients With Stroke Based on rs-fMRI Findings: Protocol for a Meta-Analysis

Xin Xiang, Hao Li, Lin Lu, Yuting Cao, Chunzhen Li, Lubo Xiao, Furong Liu, Yi Ran, Hong Zhang, Ning Zhao

JMIR Res Protoc 2025 (Oct 02); 14:e77931

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Adherence to Posttreatment Surveillance Guidelines in Non–Small Cell Lung Cancer: Retrospective Cohort Study

Ryan J Randle, Scott V Adams, Zahra Esfahanimonfared, Nicole Lin, Julie Wu, Ann Leung, Steven M Asch, Steven Zeliadt, Alex Sox-Harris, Summer Han, Leah M Backhus

JMIR Cancer 2025 (Oct 01); 11:e76515

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Innovative Integration of 4D Cardiovascular Reconstruction and Hologram: Framework Development of a New Visualization Tool for Coronary Artery Bypass Grafting Planning

Shuo Wang, Tong Ren, Nan Cheng, Li Zhang, Rong Wang

JMIR Med Inform 2025 (Sep 30); 13:e72237

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The Cost-Effectiveness of AI-Assisted Colonoscopy as a Primary or Secondary Screening Test in a Population-Based Colorectal Cancer Screening Program: Markov Modeling–Based Cost Effectiveness Analysis

Martin CS Wong, Junjie Huang, Thomas YT Lam, Louis HS Lau, Philip WY Chiu

J Med Internet Res 2025 (Sep 26); 27:e67762

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AI-Based Algorithm to Detect Heart and Lung Disease From Acute Chest Computed Tomography Scans: Protocol for an Algorithm Development and Validation Study

Anne Sophie Overgaard Olesen, Kristina Miger, Silas Nyboe Ørting, Jens Petersen, Marleen de Bruijne, Mikael Ploug Boesen, Michael Brun Andersen, Johannes Grand, Jens Jakob Thune, Olav Wendelboe Nielsen

JMIR Res Protoc 2025 (Sep 19); 14:e77030

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