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Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach
JMIR Med Inform 2016;4(3):e28
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| 29992 | 8 | 295 | |
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Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
JMIR Med Inform 2019;7(2):e12239
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| 36327 | 43 | 262 | |
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Challenges and Opportunities of Big Data in Health Care: A Systematic Review
JMIR Med Inform 2016;4(4):e38
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| 45923 | 63 | 238 | |
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Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation
JMIR Med Inform 2019;7(4):e14325
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| 10890 | 6 | 220 | |
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Utilization Barriers and Medical Outcomes Commensurate With the Use of Telehealth Among Older Adults: Systematic Review
JMIR Med Inform 2020;8(8):e20359
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| 14683 | 2 | 152 | |
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Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis
JMIR Med Inform 2018;6(2):e24
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| 15781 | 37 | 149 | |
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Clinical Text Data in Machine Learning: Systematic Review
JMIR Med Inform 2020;8(3):e17984
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| 14538 | 9 | 147 | |
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The Impact of Information Technology on Patient Engagement and Health Behavior Change: A Systematic Review of the Literature
JMIR Med Inform 2016;4(1):e1
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| 29892 | 65 | 137 | |
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Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review
JMIR Med Inform 2019;7(3):e10010
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| 18781 | 60 | 134 | |
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Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review
JMIR Med Inform 2020;8(7):e18599
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| 17099 | 53 | 130 | |
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Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation
JMIR Med Inform 2018;6(2):e19
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| 9890 | 2 | 130 | |
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Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis
JMIR Med Inform 2018;6(2):e20
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| 6634 | 5 | 115 | |
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Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach
JMIR Med Inform 2021;9(1):e24207
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| 8427 | 19 | 104 | |
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Sentiment Analysis in Health and Well-Being: Systematic Review
JMIR Med Inform 2020;8(1):e16023
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| 12582 | 45 | 101 | |
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Big Data and Clinicians: A Review on the State of the Science
JMIR Med Inform 2014;2(1):e1
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| 18629 | 20 | 99 | |
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The Role of Health Technology and Informatics in a Global Public Health Emergency: Practices and Implications From the COVID-19 Pandemic
JMIR Med Inform 2020;8(7):e19866
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| 27179 | 1 | 97 | |
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Electronic Consultation in Primary Care Between Providers and Patients: Systematic Review
JMIR Med Inform 2019;7(4):e13042
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| 11707 | 8 | 96 | |
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Role of Machine Learning Techniques to Tackle the COVID-19 Crisis: Systematic Review
JMIR Med Inform 2021;9(1):e23811
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| 10480 | 10 | 94 | |
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Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study
JMIR Med Inform 2019;7(3):e14830
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| 8834 | 5 | 89 | |
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Outcomes From Health Information Exchange: Systematic Review and Future Research Needs
JMIR Med Inform 2015;3(4):e39
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| 13195 | 25 | 88 | |
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Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study
JMIR Med Inform 2020;8(7):e15182
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| 7628 | 45 | 87 | |
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Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis
JMIR Med Inform 2018;6(1):e11
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| 8057 | 38 | 87 | |
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Patient Portal Use and Experience Among Older Adults: Systematic Review
JMIR Med Inform 2017;5(4):e38
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| 8727 | 14 | 83 | |
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Dynamic Consent: A Possible Solution to Improve Patient Confidence and Trust in How Electronic Patient Records Are Used in Medical Research
JMIR Med Inform 2015;3(1):e3
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| 12048 | 7 | 82 | |
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Using Blockchain Technology to Manage Clinical Trials Data: A Proof-of-Concept Study
JMIR Med Inform 2018;6(4):e11949
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| 7619 | 7 | 82 | |