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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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| 37498 | 43 | 386 | |
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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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| 30781 | 8 | 368 | |
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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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| 11842 | 6 | 315 | |
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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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| 47669 | 63 | 282 | |
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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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| 21406 | 53 | 280 | |
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Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review
JMIR Med Inform 2019;7(3):e10010
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| 21750 | 60 | 247 | |
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Clinical Text Data in Machine Learning: Systematic Review
JMIR Med Inform 2020;8(3):e17984
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| 15409 | 9 | 232 | |
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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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| 16637 | 37 | 218 | |
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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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| 16105 | 2 | 211 | |
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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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| 10207 | 2 | 174 | |
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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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| 30910 | 65 | 170 | |
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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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| 6787 | 5 | 158 | |
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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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| 8549 | 2 | 158 | |
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Sentiment Analysis in Health and Well-Being: Systematic Review
JMIR Med Inform 2020;8(1):e16023
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| 13634 | 45 | 153 | |
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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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| 8570 | 45 | 145 | |
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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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| 8881 | 19 | 144 | |
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Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review
JMIR Med Inform 2022;10(7):e35724
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| 5496 | 6 | 138 | |
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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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| 28628 | 1 | 136 | |
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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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| 12066 | 8 | 126 | |
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Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review
JMIR Med Inform 2022;10(5):e36388
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| 3590 | 12 | 122 | |
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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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| 10869 | 10 | 117 | |
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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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| 7826 | 7 | 117 | |
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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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| 9212 | 5 | 113 | |
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Reliability of Supervised Machine Learning Using Synthetic Data in Health Care: Model to Preserve Privacy for Data Sharing
JMIR Med Inform 2020;8(7):e18910
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| 5223 | 5 | 112 | |
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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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| 18756 | 20 | 107 | |