Imaging Informatics

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Articles published in this theme: 417 (scroll down to load remaining articles)

2026

Doctor points to lung CT scan on computer screen, explaining to patient

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Imaging-Based AI for Predicting Pathological Complete Response in Esophageal Cancer After Neoadjuvant Therapy: Systematic Review and Meta-Analysis

Zhiwei Li, Xin Gao, Jing Zhou, Lei Wang, Fuqiang Ren

J Med Internet Res 2026 (Nov 11); 28:e98520

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AI analyzes heart ultrasound data for improved medical diagnosis and machine learning.

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Diagnostic Accuracy and Fine-Grained Image-Interpretation Performance of Multimodal Large Language Models on Bilingual Radiology Questions: Cross-Sectional Benchmark Study

Yijie Liu, Xin Zhang, Jia Xu, Manxin Huang, Yinting Xiong, Wenqian Wu

J Med Internet Res 2026 (Nov 11); 28:e98849

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Dentist's gloved hands arranging dental instruments in a tray

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Multimodal Characterization of Postmortem Pink Teeth in Indonesian Forensic Practice: Protocol for a Retrospective Laboratory Case Series

Alfin Fardeni Harahap, Eriska Riyanti, Fahmi Oscandar, Erli Sarilita

JMIR Res Protoc 2026 (Nov 09); 15:e107436

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Elderly woman with white hair holding her temple, looking distressed

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Effects of Supplementation With Genistein on the Progression of Cognitive Decline in Patients With Mild Cognitive Impairment Due to Alzheimer Disease: Protocol for a Randomized Controlled Trial

Francisco Javier López Román, Manuel Sebastián, Silvia Pérez-Piñero, Ingrid Hernández-Manzano, Olga Laosa-Zafra, Leocadio Rodríguez-Mañas, Francisco José Tarazona-Santabalbina, Consuelo Borrás, José Viña

JMIR Res Protoc 2026 (Nov 09); 15:e98087

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Doctors analyze lung scan on computer, highlighting AI diagnosis

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Expert Perspectives on Transparency and Trust in AI-Based Clinical Decision Support Systems for Chest X-Ray Diagnosis: Qualitative Study

Yada Sriviboon, Arisara Jiamsanguanwong

JMIR Med Inform 2026 (Nov 05); 14:e99472

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Doctor points to heart scan on tablet showing medical data

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AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework

Paula Brough, Javad Pool, Khondker Mohammad Zobair, Natalie Haskell, Luke Houghton, Paul Scuffham, Jennifer Loy, Ashlea Troth, Salim Memon, Rachael Smithson, Maria Khan, Brooke Murphy, Letisha Living, Leanne Du, John Richards, Jennifer Dolkens, Matthew Aitken, Jason Zhang, John Grieve, Sandeep Bhuta

JMIR AI 2026 (Nov 03); 5:e101944

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Young person's face with facial feature analysis and DNA helix graphic

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Diagnosing Rare Genetic Diseases From Facial Images Using Visual Prompting With Multimodal Large Language Models: Diagnostic Accuracy Study

Jie Song, Zhichuan Xu, Meng Xiao, Cheng Bi, Yuxin Zhang, Xin Zheng, Xiaoran Li, Ziyu Lu, Qiongfang Cao, Bairong Shen

JMIR Med Inform 2026 (Nov 02); 14:e105860

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Dermatologist examines woman's face for anti-aging treatment

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AI-Based Grading of Facial Aging Signs and Prediction of Visible Age From Standardized Facial Images: Algorithm Development and Internal Evaluation Study

Frederic Flament, Panagiotis-Alexandros Bokaris, Tao Li, Sileye Ba, Julien Despois, Hussein Jouni, Laudine Bertrand, Paul Michel, Thomas Dauxerre, Diala Haykal, Hughes Cartier, Aurelie Abric

JMIR Dermatol 2026 (Oct 28); 9:e93236

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Dermatologist examines mole on woman's neck with dermatoscope

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Deep Learning–Based Classification of Melanoma Using Dermoscopic Images: Comparative Evaluation of Convolutional Neural Network and DenseNet Models

Harshal Sanghvi, Argyrios Agritis, Isabella Alvarez, Mitsu Patel, Shuwen Wang, Riki Patel, Raphael Banoub, Timonthy Makkar

JMIR Dermatol 2026 (Oct 27); 9:e104086

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Doctor examining spine X-ray with medical scans on computer screen.

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Reducing Annotation Costs Using Knowledge Distillation for Label‑Efficient Negation Detection in Radiology Reports: Multisite Internal Validation Study

Kung-Hsun Weng, Bo-Lin Huang, Yu-Ting Kuo, Yi-Chen Chou, Tsyh-Jyi Hsieh, Chung-Feng Liu

JMIR Med Inform 2026 (Oct 22); 14:e103912

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Doctor examining a chest x-ray for lung health assessment.

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Cross-Domain Chest Radiograph Report Generation Under Dataset Shift: Bidirectional Audit Study

Yishan Sun, Jun Jiang, Yu Chen

JMIR Med Inform 2026 (Oct 21); 14:e95888

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Doctor reviewing AI colonoscopy analysis showing a detected polyp in the descending colon.

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Development of a Novel Real-Time Computer-Assisted Colonoscopy Diagnostic Tool for Colorectal Neoplasia and Cancer to Enable Personalized Patient Management: Protocol for a Multicenter Proof-of-Concept Study

Olaolu Olabintan, Angelo Brunori, Natalie Halvorsen, Nils Andersen, Verónica G Zubiaurre, Mehrnaz Mirzaei, Ina Dam Pedersen, Alessandro D’Aprano, Johnathan Sun, Ahmed Ghazwan Waraich, Omer Ahmad, Nastazja Pilonis, Michal Kaminski, Francisco Lamosa, Rune Erichsen, Johannes Blom, Thomas Rosch, Ignasi Puig, Cesare Hassan, Kensaku Mori, Yuichi Mori, Massashi Misawa, Shraddha Gulati, Maria Pellise

JMIR Res Protoc 2026 (Oct 21); 15:e77277

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Medical imaging display showing brain, lungs, eye, and cells with glowing network

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Quality Assessment and Model Training Impact of Synthetic Images in Medical Diagnostic Imaging: Systematic Review

Júlia Folguera-Profitós, Marina Ramiro-Pareta, Gerard Carot-Sans, Alba Jiménez-Rueda, Júlia Aznar-Roig, Didier Domínguez-Herrera, Maria Mercedes Nogueras, Esmaeil Nadimi, Ferran Torres, Jordi Piera-Jiménez

JMIR AI 2026 (Oct 15); 5:e81472

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Automated Lewis Score Estimation for Small Bowel Crohn Disease Using Capsule Endoscopy: Retrospective Cohort Study

Yingying Meng, Min Gao, Jie Wu, Ying Huang

JMIR Med Inform 2026 (Oct 13); 14:e92416

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Physiotherapist examining a patient's knee for pain and injury.

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Technical Feasibility of a Multimodal Electro-Optical and Infrared Imaging Pipeline for Postoperative Wound Assessment After Total Knee Arthroplasty: Formative Evaluation Study

Tej S Ranade, Emily Hu, Kadambari Beelwar, Sandeep Boddeda, Praharsha Mulpur, Adarsh Annapareddy, A V Gurava Reddy

JMIR Form Res 2026 (Oct 08); 10:e99244

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AI robot puppeteering presenter at technology conference, audience watching

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Biomedical Research Images Manipulated by Generative AI to Alter Scientific Outcomes: Diagnostic Study of Human and Automated Detection

Shuhang Luo, Runhua Tang, Ziyin Chen, Jianye Wang, Ming Liu, Jianfeng Wang, Li Ma

J Med Internet Res 2026 (Oct 02); 28:e100710

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Dentist's hands in gloves performing dental surgery with instruments in patient's open mouth.

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Periodontitis Risk Assessment and Prevention Planning: Comparative Study of Multimodal Large Language Models and Periodontist Evaluations

Laura Swinckels, Katharina Alves Rabelo, Eduardo L Delamare, Bruno G Loos, Pierre Lahoud, Harmen Bijwaard, Ander de Keijzer, Jinman Kim, Josef Bruers

J Med Internet Res 2026 (Oct 02); 28:e87781

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Doctors reviewing brain scans on computer screens

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A Multi-Model, Pixel-Native Framework for Automated Computed Tomography Series Labeling and Characterization: Proof-of-Concept Study

Yutong Wen, Anton Sheahan Quinsten, Cynthia Sabrina Schmidt, Christian Bojahr, Judith Kohnke, Kamyar Arzideh, Sina Warmer, Sebastian Blex, Ann-Christin Jacoby, Max Eberts, Hanna Lehmann, Olivia Barbara Pollok, Mathias Holtkamp, Luca Salhöfer, Lale Umutlu, Michael Forsting, Johannes Haubold, Felix Nensa, Katarzyna Borys, René Hosch

JMIR Med Inform 2026 (Sep 29); 14:e93018

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Radiologist reviews MRI brain scan on computer screen in medical imaging room

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AI Decision Support for Emergency Triage of Large Vessel Occlusion Using Noncontrast Computed Tomography: Systematic Review and Bayesian Diagnostic Test Accuracy Network Meta-Analysis

Huiqing Zhou, Li Liu, Bolun Fu, Bin Cao, Jiafu Ma, Kun Yang, Yuzhen Bao, Fengyong Yang, Xin Lian

J Med Internet Res 2026 (Sep 24); 28:e105068

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Two women playing guitars in a living room with music equipment

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Music Therapy for Reduction of Anhedonia: Protocol for a Sequential Mixed Methods Pre-Post Pilot Study

Katrina Skewes McFerran, Alec John Jamieson, Yasmin Blunck, Rebecca Glarin, Jamie Elliott, Kirsten Byrony Hillman, Lucy Elizabeth Bolger

JMIR Res Protoc 2026 (Sep 23); 15:e90667

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