Decision Support for Health Professionals
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Low-Density Lipoprotein Cholesterol Target Attainment in Patients With Established Cardiovascular Disease: Analysis of Routine Care Data
JMIR Med Inform 2020 (Apr 02); 8(4):e16400
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Critical Predictors for the Early Detection of Conversion From Unipolar Major Depressive Disorder to Bipolar Disorder: Nationwide Population-Based Retrospective Cohort Study
JMIR Med Inform 2020 (Apr 03); 8(4):e14278
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Software for the Diagnosis of Sarcopenia in Community-Dwelling Older Adults: Design and Validation Study
JMIR Med Inform 2020 (Apr 13); 8(4):e13657
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A Novel, Integrative Approach for Evaluating Progression in Multiple Sclerosis: Development of a Scoring Algorithm
JMIR Med Inform 2020 (Apr 14); 8(4):e17592
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Effect of Age on the Initiation of Biologic Agent Therapy in Patients With Inflammatory Bowel Disease: Korean Common Data Model Cohort Study
JMIR Med Inform 2020 (Apr 15); 8(4):e15124
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Predicting Ectopic Pregnancy Using Human Chorionic Gonadotropin (hCG) Levels and Main Cause of Infertility in Women Undergoing Assisted Reproductive Treatment: Retrospective Observational Cohort Study
JMIR Med Inform 2020 (Apr 16); 8(4):e17366
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Impact of a “Chart Closure” Hard Stop Alert on Prescribing for Elevated Blood Pressures Among Patients With Diabetes: Quasi-Experimental Study
JMIR Med Inform 2020 (Apr 17); 8(4):e16421
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Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study
JMIR Med Inform 2020 (Apr 22); 8(4):e16069
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Predicting Inpatient Falls Using Natural Language Processing of Nursing Records Obtained From Japanese Electronic Medical Records: Case-Control Study
JMIR Med Inform 2020 (Apr 22); 8(4):e16970
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Electronic Health Records
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Identifying the Characteristics of Patients With Cervical Degenerative Disease for Surgical Treatment From 17-Year Real-World Data: Retrospective Study
JMIR Med Inform 2020 (Apr 03); 8(4):e16076
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Machine Learning
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A Hematologist-Level Deep Learning Algorithm (BMSNet) for Assessing the Morphologies of Single Nuclear Balls in Bone Marrow Smears: Algorithm Development
JMIR Med Inform 2020 (Apr 08); 8(4):e15963
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A Deep Artificial Neural Network−Based Model for Prediction of Underlying Cause of Death From Death Certificates: Algorithm Development and Validation
JMIR Med Inform 2020 (Apr 28); 8(4):e17125
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A Knowledge Graph of Combined Drug Therapies Using Semantic Predications From Biomedical Literature: Algorithm Development
JMIR Med Inform 2020 (Apr 28); 8(4):e18323
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Modified Bidirectional Encoder Representations From Transformers Extractive Summarization Model for Hospital Information Systems Based on Character-Level Tokens (AlphaBERT): Development and Performance Evaluation
JMIR Med Inform 2020 (Apr 29); 8(4):e17787
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Tools, Programs and Algorithms
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Rule-Based Cohort Definitions for Acute Respiratory Failure: Electronic Phenotyping Algorithm
JMIR Med Inform 2020 (Apr 15); 8(4):e18402
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Theme issue 2019: Health Natural Language Processing
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Symptom Distribution Regularity of Insomnia: Network and Spectral Clustering Analysis
JMIR Med Inform 2020 (Apr 16); 8(4):e16749
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Policy
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Impact of the European General Data Protection Regulation (GDPR) on Health Data Management in a European Union Candidate Country: A Case Study of Serbia
JMIR Med Inform 2020 (Apr 17); 8(4):e14604
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Clinical Communication, Electronic Consultation and Telehealth
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Real-Time Streaming of Surgery Performance and Intraoperative Imaging Data in the Hybrid Operating Room: Development and Usability Study
JMIR Med Inform 2020 (Apr 22); 8(4):e18094
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Natural Language Processing
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Using Natural Language Processing Techniques to Provide Personalized Educational Materials for Chronic Disease Patients in China: Development and Assessment of a Knowledge-Based Health Recommender System
JMIR Med Inform 2020 (Apr 23); 8(4):e17642
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Genomics and Bioinformatics for Clinical Use
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Next-Generation Sequencing–Based Cancer Panel Data Conversion Using International Standards to Implement a Clinical Next-Generation Sequencing Research System: Single-Institution Study
JMIR Med Inform 2020 (Apr 24); 8(4):e14710
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