Artificial Intelligence

Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach

Ajan Subramanian, Rui Cao, Emad Kasaeyan Naeini, Seyed Amir Hossein Aqajari, Thomas D Hughes, Michael-David Calderon, Kai Zheng, Nikil Dutt, Pasi Liljeberg, Sanna Salanterä, Ariana M Nelson, Amir M Rahmani

JMIR Form Res 2025 (Jan 27); 9:e67969

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A Machine Learning Approach Using Topic Modeling to Identify and Assess Experiences of Patients With Colorectal Cancer: Explorative Study

Kelly Voigt, Yingtao Sun, Ayush Patandin, Johanna Hendriks, Richard Hendrik Goossens, Cornelis Verhoef, Olga Husson, Dirk Grünhagen, Jiwon Jung

JMIR Cancer 2025 (Jan 27); 11:e58834

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Accuracy and Safety of AI-Enabled Scribe Technology: Instrument Validation Study

Joshua Biro, Jessica L Handley, Nathan K Cobb, Varsha Kottamasu, Jeffrey Collins, Seth Krevat, Raj M Ratwani

J Med Internet Res 2025 (Jan 27); 27:e64993

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Enhancing Diagnostic Accuracy of Lung Nodules in Chest Computed Tomography Using Artificial Intelligence: Retrospective Analysis

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

J Med Internet Res 2025 (Jan 27); 27:e64649

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The Use of AI in Mental Health Services to Support Decision-Making: Scoping Review

Hassan Auf, Petra Svedberg, Jens Nygren, Monika Nair, Lina E Lundgren

J Med Internet Res 2025 (Jan 24); 27:e63548

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AI-Driven Innovations for Early Sepsis Detection by Combining Predictive Accuracy With Blood Count Analysis in an Emergency Setting: Retrospective Study

Tai-Han Lin, Hsing-Yi Chung, Ming-Jr Jian, Chih-Kai Chang, Hung-Hsin Lin, Chiung-Tzu Yen, Sheng-Hui Tang, Pin-Ching Pan, Cherng-Lih Perng, Feng-Yee Chang, Chien-Wen Chen, Hung-Sheng Shang

J Med Internet Res 2025 (Jan 24); 27:e56155

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Large Language Model Approach for Zero-Shot Information Extraction and Clustering of Japanese Radiology Reports: Algorithm Development and Validation

Yosuke Yamagishi, Yuta Nakamura, Shouhei Hanaoka, Osamu Abe

JMIR Cancer 2025 (Jan 23); 11:e57275

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Causal Inference for Hypertension Prediction With Wearable Electrocardiogram and Photoplethysmogram Signals: Feasibility Study

Ke Gong, Yifan Chen, Xinyue Song, Zhizhong Fu, Xiaorong Ding

JMIR Cardio 2025 (Jan 23); 9:e60238

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A Novel Artificial Intelligence–Enhanced Digital Network for Prehospital Emergency Support: Community Intervention Study

Ji Hoon Kim, Min Joung Kim, Hyeon Chang Kim, Ha Yan Kim, Ji Min Sung, Hyuk-Jae Chang

J Med Internet Res 2025 (Jan 23); 27:e58177

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Impact of Attached File Formats on the Performance of ChatGPT-4 on the Japanese National Nursing Examination: Evaluation Study

Kazuya Taira, Takahiro Itaya, Shuntaro Yada, Kirara Hiyama, Ayame Hanada

JMIR Nursing 2025 (Jan 22); 8:e67197

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AI Can Be a Powerful Social Innovation for Public Health if Community Engagement Is at the Core

Alessandra N Bazzano, Andrea Mantsios, Nicholas Mattei, Michael R Kosorok, Aron Culotta

J Med Internet Res 2025 (Jan 22); 27:e68198

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Ten Machine Learning Models for Predicting Preoperative and Postoperative Coagulopathy in Patients With Trauma: Multicenter Cohort Study

Xiaojuan Xiong, Hong Fu, Bo Xu, Wang Wei, Mi Zhou, Peng Hu, Yunqin Ren, Qingxiang Mao

J Med Internet Res 2025 (Jan 22); 27:e66612

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What’s Going On With Me and How Can I Better Manage My Health? The Potential of GPT-4 to Transform Discharge Letters Into Patient-Centered Letters to Enhance Patient Safety: Prospective, Exploratory Study

Felix Eisinger, Friederike Holderried, Moritz Mahling, Christian Stegemann–Philipps, Anne Herrmann–Werner, Eric Nazarenus, Alessandra Sonanini, Martina Guthoff, Carsten Eickhoff, Martin Holderried

J Med Internet Res 2025 (Jan 21); 27:e67143

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Advantages and Inconveniences of a Multi-Agent Large Language Model System to Mitigate Cognitive Biases in Diagnostic Challenges

Cedric Bousquet, Divà Beltramin

J Med Internet Res 2025 (Jan 20); 27:e69742

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Machine Learning for the Early Prediction of Delayed Cerebral Ischemia in Patients With Subarachnoid Hemorrhage: Systematic Review and Meta-Analysis

Haofuzi Zhang, Peng Zou, Peng Luo, Xiaofan Jiang

J Med Internet Res 2025 (Jan 20); 27:e54121

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Era of Generalist Conversational Artificial Intelligence to Support Public Health Communications

Emre Sezgin, Ahmet Baki Kocaballi

J Med Internet Res 2025 (Jan 20); 27:e69007

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Health Care Professionals and Data Scientists’ Perspectives on a Machine Learning System to Anticipate and Manage the Risk of Decompensation From Patients With Heart Failure: Qualitative Interview Study

Joana Seringa, Anna Hirata, Ana Rita Pedro, Rui Santana, Teresa Magalhães

J Med Internet Res 2025 (Jan 20); 27:e54990

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Explainable Predictive Model for Suicidal Ideation During COVID-19: Social Media Discourse Study

Salah Bouktif, Akib Mohi Ud Din Khanday, Ali Ouni

J Med Internet Res 2025 (Jan 17); 27:e65434

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Performance of ChatGPT-3.5 and ChatGPT-4 in the Taiwan National Pharmacist Licensing Examination: Comparative Evaluation Study

Ying-Mei Wang, Hung-Wei Shen, Tzeng-Ji Chen, Shu-Chiung Chiang, Ting-Guan Lin

JMIR Med Educ 2025 (Jan 17); 11:e56850

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Performance Evaluation and Implications of Large Language Models in Radiology Board Exams: Prospective Comparative Analysis

Boxiong Wei

JMIR Med Educ 2025 (Jan 16); 11:e64284

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