Imaging Informatics

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Articles published in this theme: 393 (scroll down to load remaining articles)

2026

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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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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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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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Diagnostic Accuracy of Medical Imaging–Based Artificial Intelligence for Osteonecrosis of the Femoral Head: Systematic Review and Meta-Analysis

FeiLong Lu, LiRong Wang, Wenbin Zhang, YuLin Ma, JingYuan Tian, YiMei Hu

J Med Internet Res 2026 (Aug 20); 28:e95648

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Woman in office chair with back pain, holding her neck and lower back.

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Discordance Between Textual Reasoning and Visual Interpretation in Large Language Models for Low Back Pain: Cross-Sectional Quantitative Evaluation and Exploratory Multimodal Stress Test

Ziyu Zhang, Longhao Chen, Zhizhen Lv, Hanzhe Lv, Wei Sheng, Zicheng Wei, Binghao Wang, Ying Shen, Yu Tian, Jingwen Hu, Zhifang Shen, Lijiang Lv

JMIR Med Inform 2026 (Aug 20); 14:e93522

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Doctor performs ultrasound on patient's abdomen, showing aorta on screen.

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Centralized Digital Surveillance for Abdominal Aortic Aneurysm Detection, Longitudinal Tracking, and Management Within an Integrated Health System: Retrospective Cohort Study

Evan J Ryer, Gregory G Salzler, Matthew Goldfarb, Anthony J Lewis, Yatin B Mehta, Ian R Dinsmore, Tooraj Mirshahi, Elliot G Mitchell, Grant DeLong, James R Elmore

JMIR AI 2026 (Aug 19); 5:e93443

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DL-FAS AI analyzes retinal images for carotid atherosclerosis and CAC.

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Multicenter External Validation of an AI-Based Funduscopic Carotid Atherosclerosis Score and Assessment of Its Association With Coronary Artery Calcification: External Validation Study

Changho Han, Jooyoung Chang, Jaewon Kim, Hyeokjong Lee, Kyae Hyung Kim, Seon Cho, Heesung Kwon, Suyoung Kim, Sang Min Park

JMIR Med Inform 2026 (Aug 19); 14:e77335

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AI analysis of hip X-ray/MRI for Femoral Head Necrosis, stage 3 ARCO

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Prompt Configurations for Multimodal Large Language Models in Diagnosing and Staging Osteonecrosis of the Femoral Head: Multimodel Retrospective Observational Diagnostic Study

Jiesheng Zhu, Xingxing Huang, Jincheng Shi, Shaoming Chen, Daosen Chen, Zhihan Gao, Yi Lu, Tao Yang, Xue Wang, Yimu Lin, Peiyu Xu, Li Li, Pei Fan

J Med Internet Res 2026 (Aug 10); 28:e92919

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Radiologist reviews MRI brain scan on computer, patient in scanner in background.

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Human-AI Interaction With AI-Assisted Tumor Overlays in Pediatric Whole-Body Magnetic Resonance Imaging: Exploratory Reader Study

Abhishek Moturu, Olurotimi Komolafe, Sayali Joshi, Andrea S Doria, Anna Goldenberg

JMIR Hum Factors 2026 (Aug 07); 13:e81066

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Laptop screen shows medical scans and Chinese text about a dizzying patient.

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A Bilingual Benchmark for Evaluating Diagnostic Performance of Multimodal Large Language Models in Radiology (RadM-Bench): Evaluation Development and Validation

Qingxia Wu, Qingxia Wu, Peipei Zhang, Zhifeng Yi, Yu Shen, Yan Bai, Hongna Tan, Pei Dong, Zhong Xue, Neil Roberts, Meiyun Wang

J Med Internet Res 2026 (Aug 07); 28:e92183

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Laptop displaying AI brain interface, showing data flow from phone to neural network.

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Effects of Social Media Use on Brain Dynamics in Young Male Adults: Multistage Concurrent Electroencephalography–Functional Magnetic Resonance Imaging Study

Ke Bai, Bin-Jie Wu, Ze-Ze Wang, Xu-Jia Cao, Jia-Qi Dou, Xin-Yue Jiang, Sha-Sha Zhao, Zhu-Hong Chen, Yu-Ting Li, Yu-Xuan Shang, Guan Yang, Yu Han, Xiu-Long Feng, Bo Hu, Wen Wang, Tian-Xiang Zhou

JMIR Med Inform 2026 (Aug 06); 14:e86963

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Anatomical model of human lungs showing bronchi and blood vessels

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Deep Learning Estimation of Forced Expiratory Volume in One Second/Forced Vital Capacity and Obstructive Lung Disease Classification From Chest Radiographs With Subgroup Performance Analysis in a North American Cohort: Retrospective Cohort Study

Eptehal Nashnoush, Helen D'Couto, Benjamin Fine, Leo Anthony Celi, Mohamed Abdalla

JMIR AI 2026 (Aug 05); 5:e87770

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Doctor performs ultrasound on woman's thyroid gland for medical diagnosis

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