Decision Support for Health Professionals

Articles published in this theme: 1686 (scroll down to load remaining articles)

2026

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Digital Patient Decision Aid for Antiobesity Medications: Mixed Methods Study of Human-Centered Design and Usability Evaluation

Li-Jen Wang, Yi-Jen Wang, Yu-Lun Cheng, Wen-Liang Fang, Weu Wang, Meng-Cong Zheng

J Med Internet Res 2026 (May 15); 28:e89428

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Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence

Ying Gao, Doudou Xu, Xinru Li, Jue Wang, Linbin Wang, Beiwen Wu, Haifeng Zhao, Xian Qiu, Weiyi Zhu

J Med Internet Res 2026 (May 14); 28:e84844

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Cross-Dataset Evaluation of an Automated Video-Based Model for Detecting Tardive Dyskinesia Using the Clinician’s Tardive Inventory: Validation Study

Richard Trosch, Anthony Sterns, Bradley Grimm, Loren Larsen, Bretton Talbot, Fred Ma, Rakesh Ranjan, Carlene MacMillan, Joel Hughes, Joseph Friedman, Owen Muir

JMIR Ment Health 2026 (May 14); 13:e92197

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Value of Blood Count–Derived Inflammatory Markers for Evaluating Psoriasis Severity: Pilot Cross-Sectional Observational Study

Luyuan Wang, Xiaorui Zhang, Chuangang Xia, Wenyu Li, Qiuju Li, Wen Xiao, Youkun Lin

Interact J Med Res 2026 (May 14); 15:e86454

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Development Process of a Clinical Decision Support System for Empiric Antibiotic Therapies in Patients With Sepsis: Case Study

Sophie Schmiegel, Hannah Marchi, Philipp Hege, Svenja Elkenkamp, Juliane Duevel, Christoph Düsing, Wolfgang Greiner, Sean Selim Scholz, Dominic Witzke, Johannes J Tebbe, Michael Wehmeier, Olaf Kaup, Rainer Borgstedt, Sebastian Rehberg, Philipp Cimiano, Christiane Fuchs

JMIR Med Inform 2026 (May 13); 14:e79929

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Transforming Pediatric Care Through AI: Bridging the Digital Divide in Health Informatics

Mercy Mbogori-Kairichi, R Sterling Snead, Julia Marczika, Radha Ambalavanan, Gideon Towett, Alex Malioukis

Online J Public Health Inform 2026 (May 13); 18:e82108

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Adverse Pregnancy Outcomes in Women With Immune Abnormalities: Machine Learning Model Development and Validation Using First-Trimester Sonographic Features

Shijin Xu, Yan Jiang, Qiaoyu Zhang, Qiao Xu, Qinxin Wang, Chang Zhou, Rong Liu, Yun Liu

JMIR Med Inform 2026 (May 13); 14:e84087

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Methodological Approaches to and Reported Performance of Applications of Automated Machine Learning in Diabetes Risk Prediction: Rapid Review

Alexandre Castonguay, Sandrine Hegg-Deloye, Arthur Chatton, Amélie Goyette

JMIR AI 2026 (May 12); 5:e87819

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Digital Quality Monitoring for Type 2 Diabetes in Swiss Primary Care: Qualitative Interview Study

Odile-Florence Giger, Lola Jo Ackermann, Marinja Principe, Simon Meier, Elgar Fleisch, Susanna Gallani, Michael Brändle, Tobias Kowatsch, Mia Jovanova

J Med Internet Res 2026 (May 12); 28:e82960

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Public Expectations for Food and Drug Administration Approval of AI-Based Clinical Decision Support Tools: Quantitative Study

Gloria Maria Carmona Clavijo, Paige Nong, Sean Tan, Jodyn Platt

JMIR AI 2026 (May 12); 5:e84315

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AI-Based Automation for Medication Reconciliation: Scoping Review

Juan Pablo Tabja Bortesi, Maria P Becerra, Jonathan Ranisau, Bonnie Wen, Praveen Nadesan, P J Devereaux, Michael McGillion, Jeremy Petch

J Med Internet Res 2026 (May 11); 28:e86760

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From Concept to Practice: Lessons From the Balanced Nursing Teams Decision-Support System

Senne Vleminckx, Peter Van Bogaert, Wim De Keyser, Filip Haegdorens

JMIR Nursing 2026 (May 11); 9:e92417

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Machine Learning–Based Multidimensional Oximetry for Obstructive Sleep Apnea Screening: Development and External Validation

Xuanyu Qian, Haitong Luo, Rong Ding, Tianming Gao, Haoan Wang, Pengliang Wu, Ning Li

JMIR Med Inform 2026 (May 08); 14:e80384

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Barriers and Facilitators in the Implementation of the Systematic Medical Appraisal, Referral, and Treatment (SMART) Mental Health Digital Intervention in Rural India: Mixed Methods Process Evaluation Study

Ankita Mukherjee, Mercian Daniel, Sudha Kallakuri, Siddhardha Devarapalli, Sandhya Kanaka Yatirajula, Amanpreet Kaur, Praveen Devarsetty, Usha Raman, Beverley M Essue, Rajesh Sagar, Shashi Kant, Shekhar Saxena, Graham Thornicroft, Anushka Patel, Pallab K Maulik

JMIR Ment Health 2026 (May 07); 13:e89164

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Impact of a Prototype Combining Recommender Functionality With Structured Documentation on Operator Performance in Calls to Medical Communication Centers: Quasi-Experimental Feasibility Study

Siri-Linn Schmidt Fotland, Arngeir Berge, Erik Zakariassen, Vivian Midtbø, Valborg Baste, Gro Fonnes, Frode Guribye, Christoph Trattner, Junyong You, Ingrid Hjulstad Johansen

JMIR Form Res 2026 (May 07); 10:e87082

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Cough Audio Recognition for Early Detection of Respiratory Diseases: Algorithm Development and Validation Study

Wensheng Sun, Jiahao Zou, Na Yin, Wenying Fang, Jimin Sun, Ziping Miao, Shigui Yang

JMIR Med Inform 2026 (May 07); 14:e77295

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Evaluating the Potential Impact of AI on Urinary Tract Infection Diagnosis in the Emergency Department Across Demographic Groups: Retrospective Cohort Study

Mark Iscoe, Huan Li, Haipeng Xue, Vimig Socrates, Aidan Gilson, Thomas Huang, Richard Andrew Taylor

JMIR AI 2026 (May 06); 5:e91148

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Deep Learning Algorithms Versus Radiologists in Digital Breast Tomosynthesis for Breast Cancer Detection: Systematic Review and Meta-Analysis

Shewen Lyu, Zepeng Wang, Yujing Mu, Luyao Wang, Xiaohua Pei

J Med Internet Res 2026 (May 06); 28:e91659

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A Proposed Participatory Framework for Explainable AI in mHealth: Mixed Methods Study Integrating User and Stakeholder Requirements

Farzana Islam, Ashraful Islam, M Ashraful Amin, Moinul Zaber

J Med Internet Res 2026 (May 04); 28:e87158

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AI in Clinical Decision Support Systems: Promising Applications and Strategies for Managing Data Challenges

Jennifer E Daly, Dursun Delen, Zheng Han, River Smith, Jacqueline Honerlaw, Kelly Cho, Bridget Bennett, Jennifer Sippel

J Med Internet Res 2026 (May 04); 28:e71532

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