Imaging Informatics

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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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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Deep Learning Algorithms in the Diagnosis of Basal Cell Carcinoma Using Dermatoscopy: Systematic Review and Meta-Analysis

Huasheng Liu, Guangqian Shang, Qianqian Shan

J Med Internet Res 2025 (Oct 03); 27:e73541

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Application of Large Language Models in Data Analysis and Medical Education for Assisted Reproductive Technology: Comparative Study

Noriyuki Okuyama, Mika Ishii, Yuriko Fukuoka, Hiromitsu Hattori, Yuta Kasahara, Tai Toshihiro, Koki Yoshinaga, Tomoko Hashimoto, Koichi Kyono

JMIR Form Res 2025 (Oct 01); 9:e70107

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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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Clinical Performance Evaluation of an Artificial Intelligence–Based Tool for Predicting the Presence of Obstructive Coronary Artery Disease: Protocol for a Cohort Observational Study

Georgios Rampidis, Evangelos Logaras, Athanasios Samaras, Emmanouil S Rigas, Ilias Kyparissidis-Kokkinidis, Styliana Siakopoulou, Panagiotis-Emmanouil Kartsidis, Konstantinos Kouskouras, George Giannakoulas, Panagiotis Bamidis, Antonios Billis

JMIR Res Protoc 2025 (Sep 25); 14:e67697

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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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Diagnostic Performance of Computed Tomography–Based Artificial Intelligence for Early Recurrence of Cholangiocarcinoma: Systematic Review and Meta-Analysis

Jie Chen, Jianxin Xi, Tianyu Chen, Lulu Yang, Kaijia Liu, Xiaobo Ding

J Med Internet Res 2025 (Sep 18); 27:e78306

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Fusion of X-Ray Images and Clinical Data for a Multimodal Deep Learning Prediction Model of Osteoporosis: Algorithm Development and Validation Study

Jun Tang, Xiang Yin, Jiangyuan Lai, Keyu Luo, Dongdong Wu

JMIR Med Inform 2025 (Sep 18); 13:e70738

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Trade-Off Analysis of Classical Machine Learning and Deep Learning Models for Robust Brain Tumor Detection: Benchmark Study

Yuting Tian

JMIR AI 2025 (Sep 15); 4:e76344

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Machine Learning for Preoperative Assessment and Postoperative Prediction in Cervical Cancer: Multicenter Retrospective Model Integrating MRI and Clinicopathological Data

Shuqi Li, Chenyan Guo, Yufei Fang, Junjun Qiu, He Zhang, Lei Ling, Jie Xu, Xinwei Peng, Chuchu Jiang, Jue Wang, Keqin Hua

JMIR Cancer 2025 (Sep 12); 11:e69057

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Enhancing Oral Health Diagnostics With Hyperspectral Imaging and Computer Vision: Clinical Dataset Study

Paul Römer, Jean-Jacques Ponciano, Katharina Kloster, Fabia Siegberg, Bastian Plaß, Shankeeth Vinayahalingam, Bilal Al-Nawas, Peer W Kämmerer, Thomas Klauer, Daniel Thiem

JMIR Med Inform 2025 (Sep 11); 13:e76148

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Leveraging GPT-4o for Automated Extraction and Categorization of CAD-RADS Features From Free-Text Coronary CT Angiography Reports: Diagnostic Study

Youmei Chen, Mengshi Dong, Jie Sun, Zhanao Meng, Yiqing Yang, Abudushalamu Muhetaier, Chao Li, Jie Qin

JMIR Med Inform 2025 (Sep 10); 13:e70967

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