Medical imaging

Articles published in 2026 in this theme: 16 (scroll down to load remaining articles)

2026

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Measuring the Impact of AI on Report-Drafting Efficiency in Chest Computed Tomography Interpretation: Retrospective Analysis

Weiqi Liu, You Wu, Wei Yu, Mark J Bittle, Zhuozhao Zheng, Hadi Kharrazi

J Med Internet Res 2026 (Mar 27); 28:e77967

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Approval of AI-Based Medical Devices in China From 2020 to 2025: Retrospective Analysis

Lingli Zhang, Jianzhou Yan

JMIR Med Inform 2026 (Mar 18); 14:e85538

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Rectal Cancer Radiotherapy Response Prediction: Retrospective Study of Development of a Deep Learning–Based Radiomics Model

Yiqun Li, Hengchang Liu, Qiang Wei, Zhenqi Wang, Zhen Hu

JMIR Med Inform 2026 (Mar 17); 14:e77313

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Deep Learning–Based Estimated Pulmonary Biological Age From Chest Computed Tomography Images in Healthy Adults: Model Development and Validation Study

Liping Zuo, Na Zhu, Bowen Wang, Donglai Li, Jinlei Fan, Zhaolei Fan, Yongsheng Shang, Yongxiang Wang, Lei Xu, Peng Zhou, Wangshu Cai, Dexin Yu

JMIR Aging 2026 (Mar 12); 9:e78243

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3D Comparative Evaluation of Condylar Morphology Between Chronic Areca Nut Chewers and Nonchewers: Protocol for a Case-Control Study

Vaishnavi Tarpe, Suwarna Dangore Khasbage

JMIR Res Protoc 2026 (Mar 06); 15:e84038

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Enhanced Magnetic Resonance Imaging–Based Knee Cartilage Segmentation Using a Swin-UNet Conditional Generative Adversarial Network: Development and Validation Study

Jun Young Park, Ji-Hoon Nam, Shakhboz Abdigapporov, Jong-Keun Kim, Yong-Gon Koh, Byung Woo Cho, Hyuck Min Kwon, Kwan Kyu Park, Kyoung-Tak Kang

JMIR Med Inform 2026 (Mar 02); 14:e86155

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Diffusion Tensor Imaging in the Diagnosis of Perianal Abscess: Protocol for a Single-Blind Randomized Controlled Trial

Yuting Ma, Pingping Mei, Xiutian Guo, Yan Chen

JMIR Res Protoc 2026 (Feb 25); 15:e83449

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Noninvasive Measurement of Cerebrospinal Fluid Flow in Shunted Hydrocephalus: Protocol for Scanner Calibration and Multisite Data Collection

Jason M Toliao, Matthew T Borzage, Pradip P Chaudhari, Joseph H Ha, Isabella Friedli, Madison E Gutierrez, Meghan Drastal, Peter Calabrese, Eamon K Doyle, Isabel Torres, Jacob Al-Husseini, Clio González-Zacarías, John C Wood, Jason Hauptman, J Gordon McComb, Stefan Blüml, Peter A Chiarelli

JMIR Res Protoc 2026 (Feb 20); 15:e85918

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In Vitro Comparison of the Dimensional Accuracy of Implant Impressions Using Custom Acrylic Trays and Prefabricated Self-Perforating Trays: Protocol for a Comparative Evaluation Study

Arti Agrawal, Sharayu Nimonkar, Surekha Godbole, Rushabh Parakh, Vikram Belkhode, Namita Zilpilwar

JMIR Res Protoc 2026 (Feb 19); 15:e79452

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Quantitative Understanding of Advanced Novel Imaging Techniques for Fasciitis and Biosignature Yield (Quantify): Protocol for a Cross-Sectional Diagnostic Study

Zahra Amerian, Timothy Fleagle, Utsav Tuladhar, Rachel Watson, Micah Wong, Barbara Van Gorp, Brian J Smith, Michael Richards, Mederic Hall, Joe Donnelly, Jessica Danielson, Renata Vidal Leao, David Stanley, Vincent Magnotta, James H Holmes, Kathleen Sluka, Ruth L Chimenti

JMIR Res Protoc 2026 (Feb 11); 15:e87613

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A Pocket Laboratory for Functional Neuroimaging Research Using Mobile Visual Oddball, Multimodal Electroencephalography, and Functional Near-Infrared Spectroscopy Imaging: Instrument Validation Study

Peter Rokowski, Meltem Izzetoglu, Luis Gomero, Roee Holtzer

JMIR Neurotech 2026 (Feb 06); 5:e78217

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Evaluation of Large Language Models for Radiologists’ Support in Multidisciplinary Breast Cancer Teams: Comparative Study

Hong Jiang, Chun Yang, Wenbin Zhou, Cheng-liang Yin, Shan Zhou, Rui He, Guanghui Ran, Wujie Wang, Meixian Wu, Juan Yu

JMIR Med Inform 2026 (Feb 02); 14:e68182

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Prospective Diagnostic Accuracy and Technical Feasibility of Artificial Intelligence-Assisted Rib Fracture Detection on Chest Radiographs: Observational Study

Shu-Tien Huang, Liong-Rung Liu, Ming-Feng Tsai, Ming-Yuan Huang, Hung-Wen Chiu

JMIR Med Inform 2026 (Jan 29); 14:e77965

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Two-Minute Deep Learning–Powered Brain Quantitative Mapping: Accelerating Clinical Imaging With Synthetic Magnetic Resonance Imaging

Yawen Liu, Hongxia Yin, Zuofeng Zheng, Wenjuan Liu, Tingting Zhang, Linkun Cai, Haijun Niu, Han Lv, Zhenghan Yang, Zhenchang Wang, Pengling Ren

JMIR Med Inform 2026 (Jan 23); 14:e79389

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Effects of Image Degradation on Deep Neural Network Classification of Scaphoid Fracture Radiographs: Comparison Study of Different Noise Types

Chihung Lin, Alfred P Yoon, Chien-Wei Wang, Tung Chao, Kevin C Chung, Chang-Fu Kuo

JMIR Med Inform 2026 (Jan 22); 14:e65596

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The Diagnostic Value of Image-Based Machine Learning for Osteoporosis: Systematic Review and Meta-Analysis

Rui Zhao, Haolin Yang, Yangbo Li, Xiaoyun Li, Zhijie Yang, Yanping Lin, Jiachun Huang, Lei Wan, Hongxing Huang

J Med Internet Res 2026 (Jan 16); 28:e75965

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