Imaging Informatics

Articles published in 2026 in this theme: 23 (scroll down to load remaining articles)

2026

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Viewpoint on the Consequences and Mitigation of Cognitive Bias in the Radiological Interpretation of Breast Cancer Imaging Using Artificial Intelligence

Lorenzo Conti, Benedetta Capetti, Ottavia Battaglia, Roberto Grasso, Filippo Pesapane, Dario Monzani, Gabriella Pravettoni

JMIR Med Inform 2026 (Mar 30); 14:e78955

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Use, Utility, and User Experience of Cloud-Based Medical Imaging in Pulmonary Nodule Care in China: Mixed Methods Study

Ziguo Chen, Junhan Wu, Yunying Chen, Weitao Zhuang, Jiaxuan Huang, Weifeng Zhong, Zijie Li, Shuhuan Xie, Chaofan Liu, Guojie Lu, Guibin Qiao

J Med Internet Res 2026 (Mar 30); 28:e86745

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Mobile Imaging–Based Machine Learning for Dental Caries, Sealants, and Fluorosis: Protocol for a Cross-Sectional Model Development and Validation Study

Sang Mok Park, Semin Kwon, Shaun G Hong, Yuhyun Ji, Sreeram P Nagappa, Jung Woo Leem, Mei Lin, Eugenio D Beltrán-Aguilar, Susan O Griffin, Young L Kim

JMIR Res Protoc 2026 (Mar 30); 15:e91239

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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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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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The Performance of Artificial Intelligence in Classifying Molecular Markers in Adult-Type Gliomas Using Histopathological Images: Systematic Review

Obada Almaabreh, Rukaya Al-Dafi, Aliya Tabassum, Ahmad Othman, Alaa Abd-alrazaq

J Med Internet Res 2026 (Mar 13); 28:e78377

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CT Radiomics–Based Machine Learning Model for Predicting Capsular and Neural Invasion in Thyroid Carcinoma: Diagnostic Accuracy Study

Fang-fang Cong, Ke Tian, Qian Gao, Fulin Wang, Peng Sun, Nan Xu

JMIR Med Inform 2026 (Mar 12); 14:e77349

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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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AI-Based Personalized Therapy With Clinical Intelligence and Radiomics (SPOILS) for Patients With Low Back Pain: Prospective Observational Study

Purushottam Kumar, Suyash Singh, Bunil Kumar Balabantaray

JMIR AI 2026 (Mar 11); 5:e83322

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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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Evaluation of a Community-Based AI-Assisted Visual Impairment Screening Model for Performance, Operational Efficiency, Acceptability, Feasibility, and Costs: Protocol for a 2-Arm Pragmatic Randomized Controlled Trial

Yibing Chen, Kai Hui Koh, Jin Wei Clarine Ho, Samantha Min Er Yew, Jocelyn Hui Lin Goh, Elaine Lum, Yih Chung Tham

JMIR Res Protoc 2026 (Mar 02); 15:e74164

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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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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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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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Multimodal Large Language Models for Cystoscopic Image Interpretation and Bladder Lesion Classification: Comparative Study

Yung-Chi Shih, Cheng-Yang Wu, Shi-Wei Huang, Chung-You Tsai

J Med Internet Res 2026 (Jan 28); 28:e87193

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Identification and Localization of Breast Tumor Components via a Convolutional Neural Network Based on High-Frequency Ultrasound Combined With Histopathologic Registration: Prospective Study

Jia-Qian Yao, Wen-Wen Zhou, Zhi-Fei Chai, Fei Ren, Tong-Yi Huang, Tian-Tian Zhen, Hui-Juan Shi, Xiao-Yan Xie, Ze Zhao, Ming Xu

JMIR Med Inform 2026 (Jan 23); 14:e81181

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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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Diagnostic Performance of Deep Learning and Radiomics in Extracranial Carotid Plaque Detection: Systematic Review and Meta-Analysis

Lingjie Ju, Yongsheng Guo, Haiyong Guo, Ruijuan Liu, Yiyang Wang, Siyu Wang, Na Ma, Junhong Ren

J Med Internet Res 2026 (Jan 22); 28:e77092

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