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Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

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37650 43 401
Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach

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Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation

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11948 6 325
Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review

JMIR Med Inform 2020;8(7):e18599

21911 53 304
Challenges and Opportunities of Big Data in Health Care: A Systematic Review

JMIR Med Inform 2016;4(4):e38

47920 63 286
Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review

JMIR Med Inform 2019;7(3):e10010

22142 60 259
Clinical Text Data in Machine Learning: Systematic Review

JMIR Med Inform 2020;8(3):e17984

15639 9 241
Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis

JMIR Med Inform 2018;6(2):e24

16815 37 222
Utilization Barriers and Medical Outcomes Commensurate With the Use of Telehealth Among Older Adults: Systematic Review

JMIR Med Inform 2020;8(8):e20359

16268 2 220
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

31069 65 177
Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation

JMIR Med Inform 2018;6(2):e19

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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

8860 2 172
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis

JMIR Med Inform 2018;6(2):e20

6819 5 162
Sentiment Analysis in Health and Well-Being: Systematic Review

JMIR Med Inform 2020;8(1):e16023

13816 45 161
Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

JMIR Med Inform 2020;8(7):e15182

8787 45 155
Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review

JMIR Med Inform 2022;10(7):e35724

5761 6 151
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

8952 19 147
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

28721 1 142
Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review

JMIR Med Inform 2022;10(5):e36388

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Electronic Consultation in Primary Care Between Providers and Patients: Systematic Review

JMIR Med Inform 2019;7(4):e13042

12131 8 129
Using Blockchain Technology to Manage Clinical Trials Data: A Proof-of-Concept Study

JMIR Med Inform 2018;6(4):e11949

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Role of Machine Learning Techniques to Tackle the COVID-19 Crisis: Systematic Review

JMIR Med Inform 2021;9(1):e23811

10931 10 120
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

5298 5 117
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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Patient Portal Use and Experience Among Older Adults: Systematic Review

JMIR Med Inform 2017;5(4):e38

9156 14 110

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