Quality Improvement
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A Framework for Modeling and Interpreting Patient Subgroups Applied to Hospital Readmission: Visual Analytical Approach
JMIR Med Inform 2022 (Dec 07); 10(12):e37239
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Discretionary Corrigenda
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Correction: The Application of Graph Theoretical Analysis to Complex Networks in Medical Malpractice in China: Qualitative Study
JMIR Med Inform 2022 (Dec 07); 10(12):e44374
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Electronic Health Records
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Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text Data for Capturing PTSD: Retrospective Observational Study
JMIR Med Inform 2022 (Dec 13); 10(12):e41312
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Natural Language Processing and Graph Theory: Making Sense of Imaging Records in a Novel Representation Frame
JMIR Med Inform 2022 (Dec 21); 10(12):e40534
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Decision Support for Health Professionals
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State-of-the-Art Evidence Retriever for Precision Medicine: Algorithm Development and Validation
JMIR Med Inform 2022 (Dec 15); 10(12):e40743
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Theme Issue 2022: Health Natural Language Processing and Applications (CHIP)
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Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study
JMIR Med Inform 2022 (Dec 16); 10(12):e37833
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Boosting Delirium Identification Accuracy With Sentiment-Based Natural Language Processing: Mixed Methods Study
JMIR Med Inform 2022 (Dec 20); 10(12):e38161
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Natural Language Processing
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Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study
JMIR Med Inform 2022 (Dec 19); 10(12):e40102
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Ontologies, Classifications, and Coding
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Construction of Cohorts of Similar Patients From Automatic Extraction of Medical Concepts: Phenotype Extraction Study
JMIR Med Inform 2022 (Dec 19); 10(12):e42379
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eHealth Infrastructures
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Telehealth System Based on the Ontology Design of a Diabetes Management Pathway Model in China: Development and Usability Study
JMIR Med Inform 2022 (Dec 19); 10(12):e42664
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Secondary Use of Clinical Data for Research and Surveillance
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Identifying Patterns of Clinical Interest in Clinicians’ Treatment Preferences: Hypothesis-free Data Science Approach to Prioritizing Prescribing Outliers for Clinical Review
JMIR Med Inform 2022 (Dec 20); 10(12):e41200
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Clinical Communication, Electronic Consultation and Telehealth
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Synchronous Teleconsultation and Monitoring Service Targeting COVID-19: Leveraging Insights for Postpandemic Health Care
JMIR Med Inform 2022 (Dec 22); 10(12):e37591
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Security in Digital Health
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A Privacy-Preserving Distributed Medical Data Integration Security System for Accuracy Assessment of Cancer Screening: Development Study of Novel Data Integration System
JMIR Med Inform 2022 (Dec 30); 10(12):e38922
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