Imaging Informatics

Articles published in this theme: 363 (scroll down to load remaining articles)

2026

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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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Explainable AI in Cancer Imaging: Scoping Review of Methods, Modalities, and Clinical Integration

Dimitris Fotopoulos, Ioannis Ladakis, Dimitrios Filos, Pedro A Moreno-Sánchez, Mark van Gils, Ioanna Chouvarda

J Med Internet Res 2026 (May 20); 28:e80645

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Multimodal Fusion of Echocardiogram Images and Electronic Medical Records for Heart Disease Screening: Retrospective Algorithm Development and Validation Study

Bokai Yang, Yirong Qin, Ye Li, Ruitao Xie, Limai Jiang, Juan He, Jikui Liu, Yunpeng Cai

JMIR Med Inform 2026 (May 14); 14:e78949

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Mixed Reality–Based Slit Lamp for Ophthalmic Examination and Telemedicine: Technological Development and Validation Study

Rui Zhou, Wei-Chiang Lin, Byron L Lam, Rong Wen, Noble Amadi, Shuliang Jiao

JMIR XR Spatial Comput 2026 (May 14); 3:e93513

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Diagnostic Accuracy of GPT-4 With Vision in Neuroradiology Board-Style Exam Questions: Cross-Sectional Case-Based Study

Tom T Sussan, Rebekah R Brawley, Joshua Eckroth, James E Mossell, Tao Weitao

JMIR Neurotech 2026 (Apr 30); 5:e69708

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Enterocutaneous Fistula–Associated Sepsis and Mortality: Development and Validation of a Multimodal Artificial Intelligence Prediction Model

Hui Li, Jing Chen, Peijun Lin, Youmei Pan, Yawen Cao, Wenfeng Xie

JMIR Med Inform 2026 (Apr 30); 14:e79985

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Image-Based Deep Learning for Cataract Diagnosis: Systematic Review and Meta-Analysis

Ruixi Li, Hongyi Li, Chong Li, Shuo Li, Linhong Lei, Dan Tao

J Med Internet Res 2026 (Apr 29); 28:e78869

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Detection of Interpretable and Fine-Grained Brain Tumor Magnetic Resonance Imaging Based on Progressive Pruning: Machine Learning Model Development and Validation Study

Yupeng Liu, Shuwei Song, Shibo Lian, Xiaochen Zhang

JMIR Med Inform 2026 (Apr 29); 14:e84095

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Implementing Artificial Intelligence in Radiology: Design Thinking Road Map

Vitor Ulisses Monnaka, Jéssica Andrade-Silva, Henrique Min Ho Lee, Gilberto Szarf

JMIR AI 2026 (Apr 29); 5:e87360

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