| 1.
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
JMIR Med Inform 2019;7(2):e12239
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| 37878 | 43 | 425 | |
| 2.
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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| 31236 | 8 | 392 | |
| 3.
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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| 12175 | 6 | 342 | |
| 4.
Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review
JMIR Med Inform 2020;8(7):e18599
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| 22531 | 53 | 337 | |
| 5.
Challenges and Opportunities of Big Data in Health Care: A Systematic Review
JMIR Med Inform 2016;4(4):e38
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| 48271 | 63 | 303 | |
| 6.
Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review
JMIR Med Inform 2019;7(3):e10010
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| 22872 | 60 | 283 | |
| 7.
Clinical Text Data in Machine Learning: Systematic Review
JMIR Med Inform 2020;8(3):e17984
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| 15836 | 9 | 259 | |
| 8.
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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| 16599 | 2 | 235 | |
| 9.
Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis
JMIR Med Inform 2018;6(2):e24
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| 16994 | 37 | 230 | |
| 10.
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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| 9350 | 2 | 200 | |
| 11.
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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| 31163 | 65 | 187 | |
| 12.
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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| 9228 | 45 | 185 | |
| 13.
Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation
JMIR Med Inform 2018;6(2):e19
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| 10329 | 2 | 181 | |
| 14.
Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review
JMIR Med Inform 2022;10(7):e35724
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| 6329 | 6 | 179 | |
| 15.
Sentiment Analysis in Health and Well-Being: Systematic Review
JMIR Med Inform 2020;8(1):e16023
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| 14014 | 45 | 167 | |
| 16.
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis
JMIR Med Inform 2018;6(2):e20
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| 6864 | 5 | 166 | |
| 17.
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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| 9054 | 19 | 160 | |
| 18.
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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| 28834 | 1 | 146 | |
| 19.
Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review
JMIR Med Inform 2022;10(5):e36388
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| 3947 | 12 | 145 | |
| 20.
Electronic Consultation in Primary Care Between Providers and Patients: Systematic Review
JMIR Med Inform 2019;7(4):e13042
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| 12212 | 8 | 134 | |
| 21.
Using Blockchain Technology to Manage Clinical Trials Data: A Proof-of-Concept Study
JMIR Med Inform 2018;6(4):e11949
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| 8030 | 7 | 131 | |
| 22.
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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| 5401 | 5 | 124 | |
| 23.
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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| 9344 | 5 | 122 | |
| 24.
Role of Machine Learning Techniques to Tackle the COVID-19 Crisis: Systematic Review
JMIR Med Inform 2021;9(1):e23811
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| 10994 | 10 | 120 | |
| 25.
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study
JMIR Med Inform 2024;12(1):e55318
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| 2310 | 5 | 117 | |