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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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| 30354 | 8 | 326 | |
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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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| 36907 | 43 | 310 | |
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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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| 46778 | 63 | 256 | |
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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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| 11423 | 6 | 249 | |
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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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| 19537 | 53 | 179 | |
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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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| 15469 | 2 | 176 | |
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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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| 16066 | 37 | 173 | |
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Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review
JMIR Med Inform 2019;7(3):e10010
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| 20092 | 60 | 173 | |
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Clinical Text Data in Machine Learning: Systematic Review
JMIR Med Inform 2020;8(3):e17984
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| 15022 | 9 | 171 | |
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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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| 30414 | 65 | 152 | |
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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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| 10055 | 2 | 150 | |
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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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| 6721 | 5 | 133 | |
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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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| 8618 | 19 | 118 | |
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Sentiment Analysis in Health and Well-Being: Systematic Review
JMIR Med Inform 2020;8(1):e16023
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| 13187 | 45 | 116 | |
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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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| 28108 | 1 | 114 | |
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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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| 11908 | 8 | 107 | |
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The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities
JMIR Med Inform 2021;9(7):e21929
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| 7492 | 2 | 107 | |
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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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| 10634 | 10 | 105 | |
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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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| 9040 | 5 | 104 | |
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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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| 8050 | 45 | 102 | |
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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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| 18688 | 20 | 102 | |
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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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| 8145 | 38 | 96 | |
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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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| 8920 | 14 | 94 | |
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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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| 7697 | 7 | 93 | |
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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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| 13360 | 25 | 92 | |