Imaging Informatics

Articles published in this theme: 371 (scroll down to load remaining articles)

2026

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AI-Assisted Chest X-Ray Interpretation in Resource-Limited Settings: LuAna Stepped-Wedge Trial Protocol

Maria Carolina Bueno da Silva, Paula Bresciani M de Andrade, Henrique Min Ho Lee, Pedro Vinicius Alves Silva, Ana Cristina Ferreira, Cintia Pereira Kuss, Maria Gabriela de Almeida Rodrigues, Guilherme Alberto Sousa Ribeiro, Thiago Fellipe Ortiz Camargo, William Yang Chen Fan, Pedro Vieira Santana Netto, Giovanna de Souza Mendes, Gilberto Szarf, Rafael Maffei Loureiro, Ary Serpa Neto, Joselisa Péres Queiroz de Paiva, Jaqueline Driemeyer Correia Horvath

JMIR Res Protoc 2026 (Jul 13); 15:e88626

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AI-Assisted Detection of Supraspinatus Tendon Pathologies Using a Hierarchical Deep Learning Model to Improve Clinical Applicability: Development and Evaluation Study

Kun-Hui Chen, Jacky Chung-Hao Wu, Hsin-Yu Chang, En-Rung Chiang, Hsuan-Hsiao Ma, Hsin-Yi Wang, Henry Horng-Shing Lu, Chih-Yu Yang

JMIR Med Inform 2026 (Jul 08); 14:e84804

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Magnetic Resonance Imaging–Based Artificial Intelligence in Predicting Prostate Cancer Biochemical Recurrence: Systematic Review and Meta-Analysis

Yanjun Jin, Tianzuo Yuan, Zhiyuan Chen

J Med Internet Res 2026 (Jul 07); 28:e85360

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Artificial Intelligence–Assisted Screening for Patients With Diabetic Retinopathy and Age-Related Macular Degeneration in Family Medicine and Geriatric and Gerontology Care: Protocol for a Pragmatic Randomized Clinical Trial

Bo-I Kuo, Ting-Ann Wang, Teresa Cheng-Chieh Chu, Ding-Cheng Chan, Shao-Yi Cheng, Chia-Ti Tsai, Chu-Lin Tsai, Yi-Chia Lee, Wei-Li Chen, Chiuan-Jung Chen, John Tayu Lee, Chia-Ying Tsai, Patrick Yan-Tyng Liu, Chi-Yang Chang, Chia-Ter Chao, Jia-Horng Kao, Yi-Ting Hsieh, the Collaborators of AI Ophthalmology Research Group

JMIR Res Protoc 2026 (Jul 06); 15:e91699

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Millimeter-Wave Imaging for Idiopathic Scoliosis Screening: Diagnostic Accuracy Study

Wei Li, Chang Liu, Qinglin Zhang, Xiaotian Tong, Yu Xia, Zhenli Zhao, Cailiang Shen

JMIR Pediatr Parent 2026 (Jul 06); 9:e92125

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Prediction of Type 2 Diabetes Mellitus From Chest X-Rays Using a Suite of Previously Developed Chronic Disease Deep Learning Models in an Ethnically Diverse Cohort: Observational Study

Pola Lydia Lagari, Awais Farooq, Brian Thomas Layden, Ayis Pyrros, William Galanter

JMIR AI 2026 (Jul 03); 5:e85248

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Intrasystem Repeatability of S-Detect for Breast Ultrasound Classification With Identical Static Images: Single-Center Retrospective Repeatability Study

Liang Yongping, Ping Zhou, Yang Wang, Nan Zhang, Qing Zhou, Xinghao Zhang, Haifeng Cai, Zhang Juan

JMIR Med Inform 2026 (Jul 03); 14:e86278

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Automated Optic Disc Tilt Classification in Fundus Photographs Using Segmentation and the Elliptical Ratio: External Clinical Validation Study

Chae Yeon Lim, Jaeryung Kim, Joonhyoung Kim, Chaeyeon Lee, Euido Song, Taeyoung Kim, Sei Yeul Oh, Myung Jin Chung, Kyung Ah Park

JMIR Form Res 2026 (Jul 02); 10:e86380

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Functional Outcome Prediction in Young Adults With Mental Health Symptoms Using Machine Learning and Large Language Models: Longitudinal Observational Study

Pavol Mikolas, Fabian Huth, Kyra Bröckel-Bundt, Christina Berndt, Julia Martini, Birgit Maicher, Michael Marxen, Falk Gerrik Verhees, Paula Marie Henneberg, Andreas Jansen, Tilo Kircher, Irina Falkenberg, Florian Thomas-Odenthal, Martin Lambert, Vivien Kraft, Gregor Leicht, Christoph Mulert, Andreas J Fallgatter, Thomas Ethofer, Anne Rau, Karolina Leopold, Andreas Bechdolf, Reif Andreas, Silke Matura, Jonathan Repple, Felix Bermpohl, Jana Fiebig, Thomas Stamm, Christoph U Correll, Georg Juckel, Vera Flasbeck, Isabella C Wiest, Jakob N Kather, Udo Dannlowski, Eva Mennigen, Philipp Ritter, Michael Bauer, Andrea Pfennig, Christoph Vogelbacher

JMIR Ment Health 2026 (Jun 22); 13:e84424

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Authors’ Reply: Beyond Visual Consensus: Tiered Reference Framework for AI Cystoscopy Studies

Chung-You Tsai, Shi-Wei Huang

J Med Internet Res 2026 (Jun 18); 28:e103335

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Beyond Visual Consensus: Tiered Reference Framework for AI Cystoscopy Studies

Ahmet Murat Bayraktar, Bilgi İşler

J Med Internet Res 2026 (Jun 18); 28:e101910

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Performance of Deep Learning in Classifying Age-Related Macular Degeneration From Images: Systematic Review and Meta-Analysis

Yu Zhu, Yue Niu, Shangye Sun, Wei Liu, Ying Dou, Yu Guo

J Med Internet Res 2026 (Jun 15); 28:e97174

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Automated Machine Learning Frameworks for Radiomics: Comparative Evaluation Study

Jose Lozano-Montoya, Emilio Soria-Olivas, Almudena Fuster-Matanzo, Angel Alberich-Bayarri, Ana Jimenez-Pastor

JMIR Form Res 2026 (Jun 11); 10:e91492

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Histopathological Assessment of Myocardial Ischemia-Reperfusion Injury Using Transformer-Based Artificial Intelligence: Model Comparison Study

Chengnan Liu, Min Xu, Yanxia Lv, Zhenzhong Zhu, Yifan Pan, Yunxiang Wang

JMIR Med Inform 2026 (Jun 04); 14:e80403

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Improving Radiology Report Error Detection Using a Multipass Large Language Model: Framework Development and Validation

Songsoo Kim, Seungtae Lee, See Young Lee, Joonho Kim, Keechan Kan, Hyunji Lee, Dukyong Yoon

JMIR Med Inform 2026 (Jun 04); 14:e87368

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Performance of Vision-Enabled Large Language Models in Image-Based Electrocardiogram Interpretation: Exploratory Evaluation

Nibras Soubh, Eva Rasenack, Helge Haarmann, Felix Wiedmann, Markus Zabel, Constanze Schmidt, Rayan Suliman, Leonard Bergau

J Med Internet Res 2026 (Jun 03); 28:e86692

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Confidence Measurement Metrics in Multimodal Large Language Models for Ultrasound-Based Radiology Cases: Comparative Evaluation Study of Self-Reported, Consistency-Based, and Hybrid Methods

Taewon Han, Jaeseung Shin, Jeong Hyun Lee, Kyowon Gu

J Med Internet Res 2026 (Jun 02); 28:e86498

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Constructs Influencing Patient Perceptions of Use of AI in Medical Imaging Analysis: Systematic Review

Preksha Machaiya Kuppanda, Monika Janda, Liam J Caffery

Interact J Med Res 2026 (Jun 01); 15:e92969

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The Use of Tomographs in Brazil’s National Health System: Case Study on the Efficiency of the Public Network in Rio Grande do Norte

Tiago de Oliveira Barreto, Elinaldo Bernardo de Oliveira Júnior, Israel José dos Santos Felipe, Jordana Crislayne de Lima Paiva, Nicolas Vinicius Rodrigues Veras, Lorena de Macedo Silva, João Maria Macedo da Costa, Érika Santos de Aragão, Thaísa Góis Farias de Moura Santos Lima, Célio da Costa Barros, Rafael Silveira e Silva, Fernando Rocha de Andrade, Pablo Holanda Cardoso, Andréa Santos Pinheiro, Guilherme Medeiros Machado, Claudia Maria Miranda Veloso, Luciana Simões Camara Leão, Karilany Dantas Coutinho, Ricardo Alexsandro de Medeiros Valentim

Online J Public Health Inform 2026 (Jun 01); 18:e83494

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Patients’ Perspectives on the Implementation of AI in Radiological Diagnostics: Focus Group Study

Cornelia R Karger

J Med Internet Res 2026 (May 25); 28:e89178

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