Top Articles

Top Articles

Top Articles
Article Views Tweets Scopus Citations Altmetric
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

JMIR Med Inform 2019;7(2):e12239

37695 43 404
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

30983 8 381
Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation

JMIR Med Inform 2019;7(4):e14325

11987 6 329
Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review

JMIR Med Inform 2020;8(7):e18599

22011 53 308
Challenges and Opportunities of Big Data in Health Care: A Systematic Review

JMIR Med Inform 2016;4(4):e38

47986 63 290
Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review

JMIR Med Inform 2019;7(3):e10010

22317 60 264
Clinical Text Data in Machine Learning: Systematic Review

JMIR Med Inform 2020;8(3):e17984

15668 9 243
Utilization Barriers and Medical Outcomes Commensurate With the Use of Telehealth Among Older Adults: Systematic Review

JMIR Med Inform 2020;8(8):e20359

16303 2 224
Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis

JMIR Med Inform 2018;6(2):e24

16851 37 224
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

31092 65 179
Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation

JMIR Med Inform 2018;6(2):e19

10277 2 178
The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities

JMIR Med Inform 2021;9(7):e21929

8928 2 176
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis

JMIR Med Inform 2018;6(2):e20

6828 5 163
Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

JMIR Med Inform 2020;8(7):e15182

8859 45 162
Sentiment Analysis in Health and Well-Being: Systematic Review

JMIR Med Inform 2020;8(1):e16023

13855 45 161
Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review

JMIR Med Inform 2022;10(7):e35724

5856 6 155
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

8969 19 152
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

28756 1 145
Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review

JMIR Med Inform 2022;10(5):e36388

3762 12 133
Electronic Consultation in Primary Care Between Providers and Patients: Systematic Review

JMIR Med Inform 2019;7(4):e13042

12147 8 131
Using Blockchain Technology to Manage Clinical Trials Data: A Proof-of-Concept Study

JMIR Med Inform 2018;6(4):e11949

7983 7 127
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

5319 5 120
Role of Machine Learning Techniques to Tackle the COVID-19 Crisis: Systematic Review

JMIR Med Inform 2021;9(1):e23811

10940 10 120
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

9288 5 115
Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis

JMIR Med Inform 2018;6(1):e11

8365 38 110

Loading articles