#xHealthInformatics

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

2026

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Automating Individualized Notification of Drug Recalls to Patients: Complex Challenges and Qualitative Evaluation

Meghana Gadgil, Rose Pavlakos, Simona Carini, Brian Turner, Ileana Elder, William Hess, Lisa Houle, Lavonia Huff, Elaine Johanson, Carole Ramos-Izquierdo, Daphne Liang, Pamela Ogonowski, Joshua Phipps, Tyler Peryea, Ida Sim

JMIRx Med 2026 (Jan 13); 7:e68345

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2025

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Assessing the Limitations of Large Language Models in Clinical Practice Guideline–Concordant Treatment Decision-Making on Real-World Data: Retrospective Study

Tobias Roeschl, Marie Hoffmann, Djawid Hashemi, Felix Rarreck, Nils Hinrichs, Tobias Daniel Trippel, Matthias I Gröschel, Axel Unbehaun, Christoph Klein, Jörg Kempfert, Henryk Dreger, Benjamin O'Brien, Gerhard Hindricks, Felix Balzer, Volkmar Falk, Alexander Meyer

JMIRx Med 2025 (Nov 03); 6:e74899

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Development of a Conversational Artificial Intelligence–Based Web Application for Medical Consultations: Prototype Study

Jorge Guerra Pires

JMIRx Med 2025 (Oct 15); 6:e56090

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Estimating Variance of Log Standardized Incidence Ratios Assessing Health Care Providers’ Performance: Comparative Analysis Using Bayesian, Bootstrap, and Delta Method Approaches

Solomon Woldeyohannes, Yomei Jones, Paul Lawton

JMIRx Med 2025 (Oct 09); 6:e77415

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Real-World Performance of COVID-19 Antigen Tests: Predictive Modeling and Laboratory-Based Validation

Miguel Bosch, Dawlyn Garcia, Lindsey Rudtner, Nol Salcedo, Raul Colmenares, Sina Hoche, Jose Arocha, Daniella Hall, Adriana Moreno, Irene Bosch

JMIRx Med 2025 (Oct 06); 6:e68376

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Real-Time Health Monitoring Using 5G Networks: Deep Learning–Based Architecture for Remote Patient Care

Iqra Batool

JMIRx Med 2025 (Oct 01); 6:e70906

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COVID-19 Pneumonia Diagnosis Using Medical Images: Deep Learning–Based Transfer Learning Approach

Anjali Dharmik

JMIRx Med 2025 (Sep 26); 6:e75015

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Challenges in Implementing a Mobile AI Chatbot Intervention for Depression Among Youth on Psychiatric Waiting Lists: Randomized Controlled Study Termination Report

Junichi Fujita, Yuichiro Yano, Satoru Shinoda, Noriko Sho, Masaki Otsuki, Akira Suda, Mizuho Takayama, Tomoko Moroga, Hiroyuki Yamaguchi, Mio Ishii, Tomoyuki Miyazaki

JMIRx Med 2025 (Sep 05); 6:e70960

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Use of Mobile Forms in Low-Resource Areas for Population Health Surveys: Interview and Field Test Study

Alexander Davis, Aidan Chen, Milton Chen, James Davis

JMIRx Med 2025 (Aug 11); 6:e53715

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Using Electrooculography and Electrodermal Activity During a Cold Pressor Test to Identify Physiological Biomarkers of State Anxiety: Feature-Based Algorithm Development and Validation Study

Jadelynn Dao, Ruixiao Liu, Sarah Solomon, Samuel Aaron Solomon

JMIRx Med 2025 (Jul 10); 6:e69472

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Data Obfuscation Through Latent Space Projection for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection

Mahesh Vaijainthymala Krishnamoorthy

JMIRx Med 2025 (Mar 12); 6:e70100

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Checklist Approach to Developing and Implementing AI in Clinical Settings: Instrument Development Study

Ayomide Owoyemi, Joanne Osuchukwu, Megan E Salwei, Andrew Boyd

JMIRx Med 2025 (Feb 20); 6:e65565

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2024

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Development of a Digital Platform to Promote Mother and Child Health in Underserved Areas of a Lower-Middle-Income Country: Mixed Methods Formative Study

Zaeem Ul Haq, Ayesha Naeem, Durayya Zaeem, Mohina Sohail, Noor ul Ain Pervaiz

JMIRx Med 2024 (Jul 31); 5:e48213

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Performance Drift in Machine Learning Models for Cardiac Surgery Risk Prediction: Retrospective Analysis

Tim Dong, Shubhra Sinha, Ben Zhai, Daniel Fudulu, Jeremy Chan, Pradeep Narayan, Andy Judge, Massimo Caputo, Arnaldo Dimagli, Umberto Benedetto, Gianni D Angelini

JMIRx Med 2024 (Jun 12); 5:e45973

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Medical Expectations of Physicians on AI Solutions in Daily Practice: Cross-Sectional Survey Study

Mara Giavina-Bianchi, Edson Amaro Jr, Birajara Soares Machado

JMIRx Med 2024 (Mar 25); 5:e50803

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2022

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Representing Physician Suicide Claims as Nanopublications: Proof-of-Concept Study Creating Claim Networks

Tiffany I Leung, Tobias Kuhn, Michel Dumontier

JMIRx Med 2022 (Jul 01); 3(3):e34979

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Toward Human Digital Twins for Cybersecurity Simulations on the Metaverse: Ontological and Network Science Approach

Tam N Nguyen

JMIRx Med 2022 (Apr 20); 3(2):e33502

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2021

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Information Technology Ambidexterity, Digital Dynamic Capability, and Knowledge Processes as Enablers of Patient Agility: Empirical Study

Rogier van de Wetering, Johan Versendaal

JMIRx Med 2021 (Dec 06); 2(4):e32336

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Finding Potential Adverse Events in the Unstructured Text of Electronic Health Care Records: Development of the Shakespeare Method

Roselie A Bright, Summer K Rankin, Katherine Dowdy, Sergey V Blok, Susan J Bright, Lee Anne M Palmer

JMIRx Med 2021 (Aug 11); 2(3):e27017

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In-hospital Mortality and the Predictive Ability of the Modified Early Warning Score in Ghana: Single-Center, Retrospective Study

Enoch Joseph Abbey, Jennifer S R Mammen, Samara E Soghoian, Maureen A F Cadorette, Promise Ariyo

JMIRx Med 2021 (Jul 12); 2(3):e24645

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