Imaging Informatics

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Articles published in 2026 in this theme: 94 (scroll down to load remaining articles)

2026

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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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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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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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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Doctor shows MRI scans to patient with headscarf in hospital room.

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Automated Extraction of Postoperative Cancer Recurrence and Metastasis From Computed Tomography (CT) Reports: Semisupervised Deep Learning Study

Wonkeun Jo, Bumwoo Park, Ji-Hoon Sim

JMIR Med Inform 2026 (Sep 08); 14:e92937

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Laparoscopic surgery with augmented reality overlay showing liver and bile ducts.

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Automatic Kidney Image Segmentation During Robot-Assisted Partial Nephrectomy Using a Deep Learning Model Based on a Multiannotator Dataset: Model Development and Validation Study

Gaëlle Margue, Kilian Chandelon, Alice Pitout, Abderrahmane Khaddad, Federico Rubat-Baleuri, Julie Desternes, Laura Richert, Nicolas Bourdel, Adrien Bartoli, Jean-Christophe Bernhard, Maxime Pattou

JMIR Med Inform 2026 (Sep 02); 14:e82540

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Surgeon putting on sterile gloves in an operating room with surgical team.

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A Conceptual Framework for 4D Holographic Visualization in Gastrointestinal Endoscopy: Toward Externalized Spatiotemporal Cognition

Hayato Yamaguchi, Masakatsu Fukuzawa, Takashi Kawai, Fumito Yamanishi, Takahiro Muramatsu, Tadashi Ichimiya, Yasuyuki Kagawa, Kumiko Uchida, Akira Madarame, Takashi Morise, Yoshiya Yamauchi, Shin Kono, Sakiko Naito, Takao Itoi

JMIR XR Spatial Comput 2026 (Aug 27); 3:e99446

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AI analyzes medical data scenarios: report findings, history, complaints, and lab data.

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Incremental Diagnostic Value of Clinical Information for Large Language Models Across Multiple Organs: Retrospective Study

Jinqi Zhang, Xiaoyi Wang, Yanfeng Zhao, Xiaolin Cui, Liyun Zhao, Xinming Zhao, Hongmei Zhang, Zheng Zhu

J Med Internet Res 2026 (Aug 26); 28:e94904

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Doctor analyzing MRI scan of a patient's spine on a computer monitor

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Automating the Management of Extraspinal Findings in Magnetic Resonance Imaging Spine Studies Using a Privacy-Preserving Large Language Model: Retrospective Validation Study

Wilson Ong, Gifford Tan, Yong Han Ting, Shuliang Ge, Yi Liang Tan, Xi Zhen Low, Wei Chuan Tan, Andrew Makmur, Naomi Wenxin Leow, Muzammil Arif Din Abdul Jabbar, Qai Ven Yap, Shao Jin Ong, Jiong Hao Jonathan Tan, Naresh Kumar, James Thomas Patrick Decourcy Hallinan

J Med Internet Res 2026 (Aug 26); 28:e86251

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Doctor points to hip x-ray showing joint pain and inflammation

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