Natural Language Processing
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Family History Information Extraction With Neural Attention and an Enhanced Relation-Side Scheme: Algorithm Development and Validation
JMIR Med Inform 2020 (Dec 01); 8(12):e21750
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The Impact of Pretrained Language Models on Negation and Speculation Detection in Cross-Lingual Medical Text: Comparative Study
JMIR Med Inform 2020 (Dec 03); 8(12):e18953
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Model-Based Reasoning of Clinical Diagnosis in Integrative Medicine: Real-World Methodological Study of Electronic Medical Records and Natural Language Processing Methods
JMIR Med Inform 2020 (Dec 21); 8(12):e23082
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Adverse Drug Events Detection, Pharmacovigilance and Surveillance
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The Generalizability of a Medication Administration Discrepancy Detection System: Quantitative Comparative Analysis
JMIR Med Inform 2020 (Dec 02); 8(12):e22031
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Information Seeking, Information Needs
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The Correlation of Online Health Information–Seeking Experience With Health-Related Quality of Life: Cross-Sectional Study Among Non–English-Speaking Female Students in a Religious Community
JMIR Med Inform 2020 (Dec 02); 8(12):e23854
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Predictors of Internet Use Among Older Adults With Diabetes in South Korea: Survey Study
JMIR Med Inform 2020 (Dec 23); 8(12):e19061
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Decision Support for Health Professionals
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Unpacking Prevalence and Dichotomy in Quick Sequential Organ Failure Assessment and Systemic Inflammatory Response Syndrome Parameters: Observational Data–Driven Approach Backed by Sepsis Pathophysiology
JMIR Med Inform 2020 (Dec 03); 8(12):e18352
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Comprehensive Computer-Aided Decision Support Framework to Diagnose Tuberculosis From Chest X-Ray Images: Data Mining Study
JMIR Med Inform 2020 (Dec 07); 8(12):e21790
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Cystic Fibrosis Point of Personalized Detection (CFPOPD): An Interactive Web Application
JMIR Med Inform 2020 (Dec 16); 8(12):e23530
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Theme Issue: Medical Informatics and COVID-19
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Growth of Ambulatory Virtual Visits and Differential Use by Patient Sociodemographics at One Urban Academic Medical Center During the COVID-19 Pandemic: Retrospective Analysis
JMIR Med Inform 2020 (Dec 04); 8(12):e24544
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Global Infectious Disease Surveillance and Case Tracking System for COVID-19: Development Study
JMIR Med Inform 2020 (Dec 22); 8(12):e20567
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Clinical Communication, Electronic Consultation and Telehealth
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User Experience of a Chatbot Questionnaire Versus a Regular Computer Questionnaire: Prospective Comparative Study
JMIR Med Inform 2020 (Dec 07); 8(12):e21982
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Standards and Interoperability
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ISO/IEEE 11073 Treadmill Interoperability Framework and its Test Method: Design and Implementation
JMIR Med Inform 2020 (Dec 09); 8(12):e22000
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Tools, Programs and Algorithms
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Development of Phenotyping Algorithms for the Identification of Organ Transplant Recipients: Cohort Study
JMIR Med Inform 2020 (Dec 10); 8(12):e18001
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Theme Issue 2020:National NLP Clinical Challenges/Open Health Natural Language Processing 2019 Challenge Selected Papers
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Extracting Family History of Patients From Clinical Narratives: Exploring an End-to-End Solution With Deep Learning Models
JMIR Med Inform 2020 (Dec 15); 8(12):e22982
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Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study
JMIR Med Inform 2020 (Dec 29); 8(12):e23357
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Extraction of Family History Information From Clinical Notes: Deep Learning and Heuristics Approach
JMIR Med Inform 2020 (Dec 29); 8(12):e22898
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Quality Improvement
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Effects of Erythropoietin Payment Policy on Cardiovascular Outcomes of Peritoneal Dialysis Patients: Observational Study
JMIR Med Inform 2020 (Dec 17); 8(12):e18716
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Methods and Instruments in Medical Informatics
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Missing-Data Handling Methods for Lifelogs-Based Wellness Index Estimation: Comparative Analysis With Panel Data
JMIR Med Inform 2020 (Dec 17); 8(12):e20597
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Ontologies, Classifications, and Coding
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Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach
JMIR Med Inform 2020 (Dec 17); 8(12):e22649
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