Decision Support for Health Professionals

Probing the Relationship Between Perioperative Complications in Patients With Valvular Heart Disease: Network Analysis Based on Bayesian Network

Wenyuan Lu, Kun Zhu, Zhiliang Gao, Yuanming Li, Hanwei Tang, Cheng Sun, Jianfeng Hou

JMIR Form Res 2025 (Oct 07); 9:e68710

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Clinical Decision Support Systems Using Home Blood Pressure Readings to Manage Patients With Hypertension: Scoping Review

Aminath Shiwaza Moosa, Jun Jie Benjamin Seng, Chirk Jenn Ng

J Med Internet Res 2025 (Oct 03); 27:e75551

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Opportunities and Challenges of Using Artificial Intelligence in Predicting Clinical Outcomes and Length of Stay in Neonatal Intensive Care Units: Systematic Review

Samantha Tudor, Risha Bhatia, Michael Liem, Tafheem Ahmad Wani, James Boyd, Urooj Raza Khan

J Med Internet Res 2025 (Oct 03); 27:e63175

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Medication Management Using Technology-Based Interventions in Older People at Home Care Settings: Protocol for a Scoping Review

Shiji Thomas, Beth Fylan, Jonathan Silcock, Md Shafiqur Rahman Jabin

JMIR Res Protoc 2025 (Oct 03); 14:e75200

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Deep Learning Algorithms in the Diagnosis of Basal Cell Carcinoma Using Dermatoscopy: Systematic Review and Meta-Analysis

Huasheng Liu, Guangqian Shang, Qianqian Shan

J Med Internet Res 2025 (Oct 03); 27:e73541

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Application of Large Language Models in Data Analysis and Medical Education for Assisted Reproductive Technology: Comparative Study

Noriyuki Okuyama, Mika Ishii, Yuriko Fukuoka, Hiromitsu Hattori, Yuta Kasahara, Tai Toshihiro, Koki Yoshinaga, Tomoko Hashimoto, Koichi Kyono

JMIR Form Res 2025 (Oct 01); 9:e70107

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Differential Diagnosis Assessment in Ambulatory Care With a Digital Health History Device: Pseudorandomized Study

Beth Healey, Adrien Schwitzguebel, Herve Spechbach

JMIR Form Res 2025 (Oct 01); 9:e56384

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Assessment of a Digital Platform for Routine Outcome Monitoring in Psychotherapy: Usability Study and Thematic Analysis

Mattia Vincenzo Olive, Antonino La Tona, Gianluca Lo Coco, Angelo Compare, Joseph Antony Cafazzo, Cristina Masella

JMIR Med Inform 2025 (Sep 30); 13:e75885

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Prediction of Moderate-to-Severe Sepsis-Associated Acute Kidney Injury Using a Dual-Timepoint Machine Learning Model: Development, Multiregional Validation, and Clinical Deployment Study

Xinbo Ge, Weiwei Chen, Jianshan Shi, Jiaqiang Zhang, Hao Tai, Ying Zhang, Biao Wang, Wei Liu, Song Chen, Huirui Han

J Med Internet Res 2025 (Sep 30); 27:e73840

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Critical Success Factors Influencing the Acceptance of a Casemix-Based Hospital Information System: Cross-Sectional Study

Noor Khairiyah Mustafa, Roszita Ibrahim, Syed Mohamed Aljunid, Azimatun Noor Aizuddin, Zainudin Awang

J Med Internet Res 2025 (Sep 29); 27:e74226

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Author’s Reply: "Data Contamination in AI Evaluation"

ChulHyoung Park, Min Ho An, Gyubeom Hwang, Rae Woong Park, Juho An

JMIR Med Inform 2025 (Sep 29); 13:e82057

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Data Contamination in AI Evaluation

Alaeddin Acar

JMIR Med Inform 2025 (Sep 29); 13:e80987

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Computer-Interpretable Quality Indicators for Intensive Care Medicine: Development and Validation Study

Falk von Dincklage, Viktor Karl Bublitz, Oliver Kumpf, Carlo Jurth, Reimer Riessen, Maria Deja, Christiane Maria Schewe, Dirk Schädler, Christian Fuchs, Sebastian Gibb, Christian Scheer, Jens-Christian Schewe, Hartmuth Nowak, Felix Balzer, Michael Adamzik, DIVI Information Technology Section, DIVI Quality and Economy Section, Gernot Marx, Gregor Lichtner

J Med Internet Res 2025 (Sep 26); 27:e77077

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Toward a Clinically Actionable, Electronic Health Record–Based Machine Learning Model to Forecast 90-Day Change in Hemoglobin A1c in Youth With Type 1 Diabetes: Feasibility and Model Development Study

Erin M Tallon, David D Williams, Cintya Schweisberger, Colin Mullaney, Brent Lockee, Diana Ferro, Craig A Vandervelden, Mitchell S Barnes, Angelica Cristello Sarteau, Anna R Kahkoska, Susana R Patton, Sanjeev Mehta, Ryan McDonough, Marcus Lind, Leonard D'Avolio, Mark A Clements

JMIR Diabetes 2025 (Sep 25); 10:e69142

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Application of Nudges to Design Clinical Decision Support Tools: Systematic Approach Guided by Implementation Science

Katy E Trinkley, Danielle Maestas Duran, Shelley Zhang, Meagan Bean, Larry A Allen, Russell E Glasgow, Amy G Huebschmann, Chen-Tan Lin, Jason N Mansoori, Anna M Maw, James Mitchell, Laura D Scherer, Daniel D Matlock

J Med Internet Res 2025 (Sep 25); 27:e73189

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Building a Standardized Cancer Synoptic Report With Semantic and Syntactic Interoperability: Development Study Using SNOMED CT and Fast Healthcare Interoperability Resources (FHIR)

Jieun Hwang, Alexander K Goel, Brian A Rous, George Birdsong, Paul A Seegers, Stefan Dubois, Thomas Rüdiger, Walter S Campbell

JMIR Med Inform 2025 (Sep 25); 13:e76870

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Clinical Performance Evaluation of an Artificial Intelligence–Based Tool for Predicting the Presence of Obstructive Coronary Artery Disease: Protocol for a Cohort Observational Study

Georgios Rampidis, Evangelos Logaras, Athanasios Samaras, Emmanouil S Rigas, Ilias Kyparissidis-Kokkinidis, Styliana Siakopoulou, Panagiotis-Emmanouil Kartsidis, Konstantinos Kouskouras, George Giannakoulas, Panagiotis Bamidis, Antonios Billis

JMIR Res Protoc 2025 (Sep 25); 14:e67697

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Interpretable Machine Learning Model for Pulmonary Hypertension Risk Prediction: Retrospective Cohort Study

Hongxia Jiang, Han Gao, Dexin Wang, Qingli Zeng, Xiaojun Hao, Zhenshun Cheng

JMIR Med Inform 2025 (Sep 24); 13:e74117

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Predicting Lymph Node Metastasis in Rectal Cancer: Development and Validation of a Machine Learning Model Using Clinical Data

Wei Hou, Chuangwei Li, Zhen Wang, Wanqin Wang, Shouhong Wan, Bingbing Zou

JMIR Med Inform 2025 (Sep 23); 13:e73765

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Disease Activity Assessment Frequency in Rheumatoid Arthritis: A Retrospective Observational Study of the Medical Support System for Rheumatoid Arthritis System Implementation

Mari Yamamoto, Yuki Kataoka, Yasushi Tsujimoto, Fumika Nagase, Keita Iwasaki, Yuuki Ito, Hiroki Ikai, Tsuyoshi Watanabe, Waka Yokoyama-Kokuryo, Naoho Takizawa, Yoshiro Fujita

JMIR Form Res 2025 (Sep 23); 9:e74222

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