Imaging Informatics

Articles published in this theme: 341 (scroll down to load remaining articles)

2026

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Understanding Collaborative CT and MRI Utilization Through Network Analysis: Retrospective Study Using Administrative Claims Data

Tomoki Ishikawa, Jumpei Sato, Yasuhiro Morii, Masaru Kitsuregawa, Kazuo Goda, Katsuhiko Ogasawara, Naohiro Mitsutake

JMIR Form Res 2026 (Apr 23); 10:e72248

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Autoencoder-Enhanced Convolutional Neural Networks for Plantar Pressure–Based Gait Pattern Recognition: Model Development and Cross-Validated Evaluation Study

Chuan-Chun Chang, Chi-Wen Lung, Yih-Kuen Jan, Qi-Qian Lu, Yi-You Wang, Yi-Sheng Chen, Ben-Yi Liau

JMIR Form Res 2026 (Apr 21); 10:e88488

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Integrating Sperm Microscopy, Environmental Exposures, and Lifestyle Factors for Male Fertility Analysis: Protocol for the Nippon Semen and Environmental Exposure Database (N-SEED) Cross-Sectional Study

Tomoko Oguri, Kosuke Kojo, Yoshiaki Endo, Takaaki Matsuda, Haruhiko Midorikawa, Ayumi Nakazono, Kaoru Yanagida, Atsushi Ikeda, Hiroyuki Nishiyama, Isamu Ogura

JMIR Res Protoc 2026 (Apr 17); 15:e93803

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Comparison Between Ultrasound and Magnetic Resonance Imaging Measurements of the Optic Nerve Sheath Diameter in Patients Undergoing Intracranial Surgery: Prospective Observational Single-Center Study

Mauricio Giraldo, Luz Maria Lopera, Aly Balbaa, Nelson Gonzalez, Raffael Pereira Cezar Zamper, Michael Mayich, Mel Boulton

JMIR Perioper Med 2026 (Apr 17); 9:e67480

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Accuracy of Deep Learning for Detecting Axillary Lymph Node Metastasis in Breast Cancer: Systematic Review and Meta-Analysis

Xueying Wang, Tiantian Li, Xiaohang Wang, Deyuan Fu

J Med Internet Res 2026 (Apr 16); 28:e77593

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Error Detection in Emergency Radiology Reports Using a Large Language Model: Multistage Evaluation Study

Hui Shen, Tianyang Wu, Fei Wang, Jin Fang, Yuange Li, Xiaoling Wu, Shuyi Liu, Liting Chen, Qiuping Ren, Xiao Meng, Jiatong Xu, Jie Sun, Yujie Zhao, Xin Liu, Liaoyuan Wang, Guipeng Mai, Jingjing You, Zhe Jin, Xuewei Wu, Wenle He, Xue Han, Shuixing Zhang, Dong Zeng, Bin Zhang

J Med Internet Res 2026 (Apr 14); 28:e86841

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Context-Aware Sentence Classification of Radiology Reports Using Synthetic Data: Development and Validation Study

Tomohiro Kikuchi, Yosuke Yamagishi, Kohei Yamamoto, Toshiaki Akashi, Harushi Mori, Hisaki Makimoto, Takahide Kohro

J Med Internet Res 2026 (Apr 10); 28:e86365

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Automatic Recognition and Prognostic Prediction of Colorectal Liver Metastases Using a Multi-Scale Deep Learning Framework: Model Development and Validation Study

Houwen Long, Feng Ying, Shi Wu, Long Li

JMIR Med Inform 2026 (Apr 07); 14:e73311

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Initial Insights Into an Institutional Secure Large Language Model for Magnetic Resonance Imaging Examination Requests: Retrospective Study

James Thomas Patrick Decourcy Hallinan, Naomi Wenxin Leow, Yi Xian Low, Aric Lee, Wilson Ong, Matthew Ding Zhou Chan, Ganakirthana Kalpenya Devi, Stephanie Shengjie He, Daniel De-Liang Loh, Desmond Shi Wei Lim, Xi Zhen Low, Mei Chin Lim, Clement Yong, Weizhong Jonathan Sng, Ee Chin Teo, Jiong Hao Tan, Naresh Kumar, Andrew Makmur, Yonghan Ting

J Med Internet Res 2026 (Apr 07); 28:e82579

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Deep Learning for Content-Based Medical Image Retrieval in Picture Archiving and Communication Systems for Brain Tumor Detection: Algorithm Development and Validation

Chin-Lin Lee, Tzu-Hsuan Hsu, Yu-Te Wu, Wan-Yuo Guo, Woei-Chyn Chu, Chung-Yueh Lien

JMIR Med Inform 2026 (Apr 06); 14:e78300

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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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