Imaging Informatics

Articles published in 2025 in this theme: 106 (scroll down to load remaining articles)

2025

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Performance of ChatGPT-4o, Claude 3 Opus, and DeepSeek-R1 in BI-RADS Category 4 Classification and Malignancy Prediction From Mammography Reports: Retrospective Diagnostic Study

Xingwei Dai, Man Ke, Dixing Xie, Mengting Mei, Si Wei, Yi Dai, Ronghua Yan

JMIR Med Inform 2025 (Dec 25); 13:e80182

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Evaluating Multiple Input Strategies of Large Language Models for Gallbladder Polyps on Ultrasound: Comparative Study

Lin Jiang, Jiaqian Yao, Zebang Yang, Fuqiu Tang, Xin Zheng, Xiaoer Zhang, Xiaoyan Xie, Ming Xu, Tongyi Huang

JMIR Med Inform 2025 (Dec 23); 13:e71178

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Large Separable Kernel Attention–Driven Multidimensional Feature Cross-Level Fusion Classification Network of Knee Cartilage Injury: Algorithm Development and Validation

Lirong Zhang, Hang Yu, Yating Yang

JMIR Med Inform 2025 (Dec 17); 13:e79748

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Radiomics-Based AI Model to Assist Clinicians in Intracranial Hemorrhage Diagnosis: External Validation Study

Salita Angkurawaranon, Natipat Jitmahawong, Kittisak Unsrisong, Phattanun Thabarsa, Chakri Madla, Withawat Vuthiwong, Thanwa Sudsang, Chaisiri Angkurawaranon, Patrinee Traisathit, Papangkorn Inkeaw

JMIR Form Res 2025 (Dec 11); 9:e81038

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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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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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Predictive Performance of Radiomics-Based Machine Learning for Colorectal Cancer Recurrence Risk: Systematic Review and Meta-Analysis

Yuan Sun, Bo Li, Chuanlan Ju, Liming Hu, Huiyi Sun, Jing An, Tae-Hun Kim, Zhijun Bu, Zeyang Shi, Jianping Liu, Zhaolan Liu

JMIR Med Inform 2025 (Nov 28); 13:e78644

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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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Deep Learning–Assisted Automated Diagnosis of Osteoporosis Based on Computed Tomography Scans: Systematic Review and Meta-Analysis

Aobo Wang, Ziqian Ma, Tianyi Wang, Ruiyuan Chen, Yu Xi, Qichao Wu, Shuo Yuan, Ning Fan, Peng Du, Lei Zang

J Med Internet Res 2025 (Nov 24); 27:e77155

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Detection and Management of Geographic Atrophy Secondary to Age-Related Macular Degeneration Using Noninvasive Retinal Images and Artificial Intelligence: Systematic Review

Nannan Shi, Jiaxian Li, Mengqiu Shang, Weidao Zhang, Kai Xu, Yamin Li, Lina Liang

J Med Internet Res 2025 (Nov 21); 27:e81328

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Implementation, Experiences, Impact, and Costs of Artificial Intelligence in Chest Diagnostics: Protocol for a Mixed Methods Evaluation

Angus I G Ramsay, Chris Sherlaw-Johnson, Kevin Herbert, Stuti Bagri, Malina Bodea, Nadia Crellin, Holly Elphinstone, Amanda Halliday, Nina Hemmings, Rachel Lawrence, Cyril Lobont, Pei Li Ng, Joanne Lloyd, Efthalia Massou, Raj Mehta, Stephen Morris, Jenny Shand, Holly Walton, Naomi J Fulop

JMIR Res Protoc 2025 (Oct 31); 14:e81421

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Artificial Intelligence–Assisted Image Extraction in Neonatal Echocardiography for Congenital Heart Disease Diagnosis in Sub-Saharan Africa: Protocol for Model Development

Aminkeng Zawuo Leke, Lionel Landry Sop Deffo, Yunkavi Sabastian Wirsiy, Thomas Aldersley, Thomas Day, Andrew P King, Patrick McAllister, Michel N Maboh, John Lawrenson, Cabral Tantchou, Bernhard Kainz, Frank Casey, Raymond Bond, Dewar Finlay, Ngoe Kelson Tchinda, Armstrong Obale, Frunwi Ndeh Mugri, Liesl Zühlke, Helen Dolk

JMIR Res Protoc 2025 (Oct 30); 14:e75270

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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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Automated Esophageal Cancer Staging From Free-Text Radiology Reports: Large Language Model Evaluation Study

Yao Yao, Xingxing Cen, Lu Gan, Jiehui Jiang, Min Wang, Yinghui Xu, Junyi Yuan

JMIR Med Inform 2025 (Oct 17); 13:e75556

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Explainable AI-Driven Analysis of Radiology Reports Using Text and Image Data: Experimental Study

Muhammad Tayyab Zamir, Safir Ullah Khan, Alexander Gelbukh, Edgardo Manuel Felipe Riverón, Irina Gelbukh

JMIR Form Res 2025 (Oct 14); 9:e77482

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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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