Imaging Informatics

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Articles published in this theme: 408 (scroll down to load remaining articles)

2026

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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Medical professionals review MRI scans and patient data in a modern radiology department.

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Data Analytics Dashboard for Pre–Magnetic Resonance Imaging Safety Screening of Implantable Medical Devices

Ee Chin Teo, Hsin-Yu Jen, Eric Fang, Yonghan Ting, Andrew Makmur, James Hallinan

J Med Internet Res 2026 (Sep 23); 28:e90391

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Doctor analyzes brain MRI scans and AI neural network visualization on computer screen

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Accuracy of Deep Learning in Detecting Cerebral Microbleeds: Systematic Review and Meta-Analysis

Yue Feng, Lei Zheng, Baiwen Zhang, Wei Zou

J Med Internet Res 2026 (Sep 21); 28:e95041

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Doctor in white coat using a tablet in a modern clinic

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Diagnostic Performance of a Locally Deployed Vision Language Model for Bone Tumor Diagnosis Using Smartphone-Captured Images: Exploratory Retrospective Study

Yin Shi, Zhi-Chao Tong

JMIR AI 2026 (Sep 21); 5:e99757

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Medical technician operating MRI machine with patient inside

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Automated Renal Tumor Segmentation in Computed Tomography Images Using a Global Attention–Based DeepLabV3+ Model: Algorithm Development and Validation

Yueyan Zhao, Jianqiang Liu, Lingyu Shao, Lin Li, Zhaoqing Liu, Yujie Liu, Jiaxin Wen, Xinyao Hao, Shuyan Li, Jianhong Zhao, Boming Song

JMIR Med Inform 2026 (Sep 15); 14:e78523

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Elderly woman with smart insoles for gait analysis and fall prevention

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Radiographic Knee Osteoarthritis Identification Using Wearable Plantar Pressure: Secondary Cross-Sectional Analysis of Interpretable Framework Integrating Biomechanical Descriptors and the Multiscale Synergy Index

Guanyu Xin, Hongbo Yao, Jingyuan Qiao, Huilin Yao, Siyuan Li, Lu Liu, Jingyi Zhang, Ke Qin, Lin Shu

JMIR Mhealth Uhealth 2026 (Sep 11); 14:e101026

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Doctor pointing at brain MRI scans on a digital display

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AI-Based Approaches for the Identification and Quantification of Traumatic Brain Injury in Computed Tomography Imaging: Systematic Review

Vu-Thu-Nguyet Pham, Irini Logothetis, Prasanthan Thaveenthiran, Simon Vajda, Rondhir Jithoo, Joseph Mathew, Kon Mouzakis

JMIR AI 2026 (Sep 10); 5:e87794

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$3D rendering of a surgical guide for wrist fracture fixation$

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In-House 3D Planning for Corrective Osteotomy of the Distal Radius: Prospective Cohort Study With 1-Year Radiological and Clinical Follow-Up

Charlotte Stor Swinkels, Peter Axelsson, Katleen Libberecht, Per Fredrikson, Emilia Gryska, Anders Björkman

JMIR Perioper Med 2026 (Sep 09); 9:e101764

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MRI scanner and patient table in a modern medical imaging room.

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Integrating Lymph Node Metastasis and Programmed Death-Ligand 1 Prediction in Non–Small Cell Lung Cancer From a Single PET/CT Scan: Multicenter Radiomics Study

Wen Chen, Qiufang Liu, Huiling Peng, Jianping Zhang, Zhihao Chen, Silong Hu, Shaoli Song

JMIR Med Inform 2026 (Sep 09); 14:e86835

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Medical image showing a gallstone in the gallbladder with superimposed diagram of bile ducts.

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Real-Time AI-Augmented Fluoroscopic Navigation for Intraoperative Pulmonary Nodule Localization: Prospective Observational Pilot Study

Hsiang Teng, Hsu-Kai Huang, Cheng-Jung Lin, Ying-Shian Chen, Yueh-Hsun Tsai, Tsai-Wang Huang, Kuan-Hsun Lin

JMIR Form Res 2026 (Sep 09); 10:e94084

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