| 1.
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
JMIR Med Inform 2019;7(2):e12239
Go back to the top of the top articles page
Skip top articles and go to footer section
| 38191 | 43 | 454 | |
| 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
Go back to the top of the top articles page
Skip top articles and go to footer section
| 31440 | 8 | 406 | |
| 3.
Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review
JMIR Med Inform 2020;8(7):e18599
Go back to the top of the top articles page
Skip top articles and go to footer section
| 23108 | 53 | 364 | |
| 4.
Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation
JMIR Med Inform 2019;7(4):e14325
Go back to the top of the top articles page
Skip top articles and go to footer section
| 12354 | 6 | 361 | |
| 5.
Challenges and Opportunities of Big Data in Health Care: A Systematic Review
JMIR Med Inform 2016;4(4):e38
Go back to the top of the top articles page
Skip top articles and go to footer section
| 48508 | 63 | 308 | |
| 6.
Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review
JMIR Med Inform 2019;7(3):e10010
Go back to the top of the top articles page
Skip top articles and go to footer section
| 23385 | 60 | 299 | |
| 7.
Clinical Text Data in Machine Learning: Systematic Review
JMIR Med Inform 2020;8(3):e17984
Go back to the top of the top articles page
Skip top articles and go to footer section
| 16042 | 9 | 272 | |
| 8.
Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis
JMIR Med Inform 2018;6(2):e24
Go back to the top of the top articles page
Skip top articles and go to footer section
| 17160 | 37 | 252 | |
| 9.
Utilization Barriers and Medical Outcomes Commensurate With the Use of Telehealth Among Older Adults: Systematic Review
JMIR Med Inform 2020;8(8):e20359
Go back to the top of the top articles page
Skip top articles and go to footer section
| 17026 | 2 | 248 | |
| 10.
The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities
JMIR Med Inform 2021;9(7):e21929
Go back to the top of the top articles page
Skip top articles and go to footer section
| 9929 | 2 | 231 | |
| 11.
Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study
JMIR Med Inform 2020;8(7):e15182
Go back to the top of the top articles page
Skip top articles and go to footer section
| 9540 | 45 | 221 | |
| 12.
Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review
JMIR Med Inform 2022;10(7):e35724
Go back to the top of the top articles page
Skip top articles and go to footer section
| 6841 | 6 | 202 | |
| 13.
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
Go back to the top of the top articles page
Skip top articles and go to footer section
| 31339 | 65 | 195 | |
| 14.
Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation
JMIR Med Inform 2018;6(2):e19
Go back to the top of the top articles page
Skip top articles and go to footer section
| 10379 | 2 | 184 | |
| 15.
Sentiment Analysis in Health and Well-Being: Systematic Review
JMIR Med Inform 2020;8(1):e16023
Go back to the top of the top articles page
Skip top articles and go to footer section
| 14268 | 45 | 181 | |
| 16.
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
Go back to the top of the top articles page
Skip top articles and go to footer section
| 9168 | 19 | 172 | |
| 17.
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis
JMIR Med Inform 2018;6(2):e20
Go back to the top of the top articles page
Skip top articles and go to footer section
| 6916 | 5 | 170 | |
| 18.
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
Go back to the top of the top articles page
Skip top articles and go to footer section
| 2718 | 5 | 162 | |
| 19.
Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review
JMIR Med Inform 2022;10(5):e36388
Go back to the top of the top articles page
Skip top articles and go to footer section
| 4054 | 12 | 156 | |
| 20.
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
Go back to the top of the top articles page
Skip top articles and go to footer section
| 29068 | 1 | 149 | |
| 21.
Electronic Consultation in Primary Care Between Providers and Patients: Systematic Review
JMIR Med Inform 2019;7(4):e13042
Go back to the top of the top articles page
Skip top articles and go to footer section
| 12380 | 8 | 139 | |
| 22.
Using Blockchain Technology to Manage Clinical Trials Data: A Proof-of-Concept Study
JMIR Med Inform 2018;6(4):e11949
Go back to the top of the top articles page
Skip top articles and go to footer section
| 8063 | 7 | 134 | |
| 23.
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
Go back to the top of the top articles page
Skip top articles and go to footer section
| 5528 | 5 | 133 | |
| 24.
Toward Fairness, Accountability, Transparency, and Ethics in AI for Social Media and Health Care: Scoping Review
JMIR Med Inform 2024;12(1):e50048
Go back to the top of the top articles page
Skip top articles and go to footer section
| 4036 | 3 | 129 | |
| 25.
Reference Hallucination Score for Medical Artificial Intelligence Chatbots: Development and Usability Study
JMIR Med Inform 2024;12(1):e54345
Go back to the top of the top articles page
Skip top articles and go to footer section
| 3078 | 36 | 127 | |