Tools, Programs and Algorithms
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Web-Based Software Tools for Systematic Literature Review in Medicine: Systematic Search and Feature Analysis
JMIR Med Inform 2022 (May 02); 10(5):e33219
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Clinical Informatics in Low-Resource Settings and the Developing World
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User Perceptions and Use of an Enhanced Electronic Health Record in Rwanda With and Without Clinical Alerts: Cross-sectional Survey
JMIR Med Inform 2022 (May 03); 10(5):e32305
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Decision Support for Health Professionals
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Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices
JMIR Med Inform 2022 (May 04); 10(5):e27795
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Transformer- and Generative Adversarial Network–Based Inpatient Traditional Chinese Medicine Prescription Recommendation: Development Study
JMIR Med Inform 2022 (May 31); 10(5):e35239
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Secondary Use of Clinical Data for Research and Surveillance
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Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018
JMIR Med Inform 2022 (May 04); 10(5):e35422
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Reviews in Medical Informatics
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Computerized Clinical Decision Support Systems for the Early Detection of Sepsis Among Pediatric, Neonatal, and Maternal Inpatients: Scoping Review
JMIR Med Inform 2022 (May 06); 10(5):e35061
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Comparison of Severity of Illness Scores and Artificial Intelligence Models That Are Predictive of Intensive Care Unit Mortality: Meta-analysis and Review of the Literature
JMIR Med Inform 2022 (May 31); 10(5):e35293
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Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review
JMIR Med Inform 2022 (May 31); 10(5):e36388
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Machine Learning
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Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation
JMIR Med Inform 2022 (May 10); 10(5):e38241
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Electronic Medical Record–Based Machine Learning Approach to Predict the Risk of 30-Day Adverse Cardiac Events After Invasive Coronary Treatment: Machine Learning Model Development and Validation
JMIR Med Inform 2022 (May 11); 10(5):e26801
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Electronic Health Records
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Characterization of Electronic Health Record Use Outside Scheduled Clinic Hours Among Primary Care Pediatricians: Retrospective Descriptive Task Analysis of Electronic Health Record Access Log Data
JMIR Med Inform 2022 (May 12); 10(5):e34787
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Integrated Health Record Viewers and Reduction in Duplicate Medical Imaging: Retrospective Observational Analysis
JMIR Med Inform 2022 (May 20); 10(5):e32168
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Theme Issue: Medical Informatics and COVID-19
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Exploring Sentiment and Care Management of Hospitalized Patients During the First Wave of the COVID-19 Pandemic Using Electronic Nursing Health Records: Descriptive Study
JMIR Med Inform 2022 (May 12); 10(5):e38308
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Deep Neural Networks for Simultaneously Capturing Public Topics and Sentiments During a Pandemic: Application on a COVID-19 Tweet Data Set
JMIR Med Inform 2022 (May 25); 10(5):e34306
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Theme Issue 2022: Health Natural Language Processing and Applications (CHIP)
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Construction of a Linked Data Set of COVID-19 Knowledge Graphs: Development and Applications
JMIR Med Inform 2022 (May 13); 10(5):e37215
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An Analysis of French-Language Tweets About COVID-19 Vaccines: Supervised Learning Approach
JMIR Med Inform 2022 (May 17); 10(5):e37831
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Research Infrastructures and Registries
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Domain-Specific Common Data Elements for Rare Disease Registration: Conceptual Approach of a European Joint Initiative Toward Semantic Interoperability in Rare Disease Research
JMIR Med Inform 2022 (May 20); 10(5):e32158
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eHealth Infrastructures
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The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study
JMIR Med Inform 2022 (May 25); 10(5):e36709
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