Machine Learning
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Predicting Health Material Accessibility: Development of Machine Learning Algorithms
JMIR Med Inform 2021 (Sep 01); 9(9):e29175
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Machine Learning Approaches to Retrieve High-Quality, Clinically Relevant Evidence From the Biomedical Literature: Systematic Review
JMIR Med Inform 2021 (Sep 09); 9(9):e30401
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Electronic Health Records
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Measuring Collaboration Through Concurrent Electronic Health Record Usage: Network Analysis Study
JMIR Med Inform 2021 (Sep 03); 9(9):e28998
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Viewpoints on and Experiences with Digital Technologies in Health
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Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice
JMIR Med Inform 2021 (Sep 09); 9(9):e28776
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Using a New Model of Electronic Health Record Training to Reduce Physician Burnout: A Plan for Action
JMIR Med Inform 2021 (Sep 20); 9(9):e29374
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Advanced Data Analytics in eHealth
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Models Predicting Hospital Admission of Adult Patients Utilizing Prehospital Data: Systematic Review Using PROBAST and CHARMS
JMIR Med Inform 2021 (Sep 16); 9(9):e30022
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Natural Language Processing
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Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study
JMIR Med Inform 2021 (Sep 17); 9(9):e27670
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Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study
JMIR Med Inform 2021 (Sep 21); 9(9):e30223
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Defining Patient-Oriented Natural Language Processing: A New Paradigm for Research and Development to Facilitate Adoption and Use by Medical Experts
JMIR Med Inform 2021 (Sep 28); 9(9):e18471
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Decision Support for Health Professionals
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Prediction of Critical Care Outcome for Adult Patients Presenting to Emergency Department Using Initial Triage Information: An XGBoost Algorithm Analysis
JMIR Med Inform 2021 (Sep 20); 9(9):e30770
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Forecasting the Requirement for Nonelective Hospital Beds in the National Health Service of the United Kingdom: Model Development Study
JMIR Med Inform 2021 (Sep 30); 9(9):e21990
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Short-Term Event Prediction in the Operating Room (STEP-OP) of Five-Minute Intraoperative Hypotension Using Hybrid Deep Learning: Retrospective Observational Study and Model Development
JMIR Med Inform 2021 (Sep 30); 9(9):e31311
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Discretionary Corrigenda
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Correction: Predicting Health Material Accessibility: Development of Machine Learning Algorithms
JMIR Med Inform 2021 (Sep 21); 9(9):e33385
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Adoption and Change Management of eHealth Systems
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Sociotechnical Drivers and Barriers in the Consumer Adoption of Personal Health Records: Empirical Investigation
JMIR Med Inform 2021 (Sep 24); 9(9):e30322
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