Leaderboards/Electronic Health Records Systems

Electronic Health Records Systems

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Anjanava Biswas
Wojewódzki Szpital Specjalistyczny nr 5 im. św. Barbary w Sosnowcu
2
Aaron A. Tierney
Kaiser Permanente
3
Thomas Yu Chow Tam
University of Pittsburgh
4
Md Shafiqur Rahman Jabin
University of Bradford
5
Tom Ebbers
Radboud University Nijmegen
6
Katherine E Goodman
University of Maryland, Baltimore
7
Tsai‐Ling Liu
National Yang Ming Chiao Tung University
8
Jiancheng Ye
Northwestern University
9
Ashwini Lawate
Nanyang Technological University
10
Mah Laka
The University of Adelaide

Rising Stars Papers

1
Intelligent Clinical Documentation: Harnessing Generative AI for Patient-Centric Clinical Note Generation
International Journal of Innovative Science and Research Technology (IJISRT)|2024
1k cit.
2
Ambient Artificial Intelligence Scribes to Alleviate the Burden of Clinical Documentation
NEJM Catalyst|2024
349 cit.
3
A framework for human evaluation of large language models in healthcare derived from literature review
npj Digital Medicine|2024
284 cit.
4
Ambient Artificial Intelligence Scribes: Learnings after 1 Year and over 2.5 Million Uses
NEJM Catalyst|2025
97 cit.
5
AI-Generated Clinical Summaries Require More Than Accuracy
JAMA|2024
95 cit.
6
AI-Powered Clinical Documentation and Clinicians’ Electronic Health Record Experience
JAMA Network Open|2024
76 cit.
7
Does AI-Powered Clinical Documentation Enhance Clinician Efficiency? A Longitudinal Study
NEJM AI|2024
58 cit.
8
Characterizing patient details-related challenges from health information technology-related incident reports from Swedish healthcare
Frontiers in Digital Health|2024
34 cit.
9
Operational disruption in healthcare associated with software functionality issue due to software security patching: a case report
Frontiers in Digital Health|2024
34 cit.
10
The role of artificial intelligence for the application of integrating electronic health records and patient-generated data in clinical decision support.
PubMed|2024
30 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Wrick Talukdar
Unknown
2
Pooja Nawathe
Cedars-Sinai Medical Center
3
Kristine Lee
University of California San Francisco Medical Center
4
Paulina S. Lim
University of Wisconsin–Milwaukee
5
Damian Jankowicz
University of Toronto
6
Gideon Creech
Services Australia
7
Xiaojun Zhang
Hong Kong University of Science and Technology
8
Berhanu Fikadie Endehabtu
University of Gondar
9
Josh Rising
Johns Hopkins University
10
Saurabh Johri
Babylon Health

Emerging Leaders Papers

1
Intelligent Clinical Documentation: Harnessing Generative AI for Patient-Centric Clinical Note Generation
International Journal of Innovative Science and Research Technology (IJISRT)|2024
1k cit.
2
Ambient Artificial Intelligence Scribes to Alleviate the Burden of Clinical Documentation
NEJM Catalyst|2024
349 cit.
3
Ambient Artificial Intelligence Scribes: Learnings after 1 Year and over 2.5 Million Uses
NEJM Catalyst|2025
97 cit.
4
Guardrails for trust, safety, and ethical development and deployment of Large Language Models (LLM)
Journal of Science & Technology|2023
18 cit.
5
Identifying and adapting interventions to reduce documentation burden and improve nurses’ efficiency in using electronic health record systems (The IDEA Study): protocol for a mixed methods study
BMC Nursing|2022
17 cit.
6
Synergizing Unsupervised and Supervised Learning: A Hybrid Approach for Accurate Natural Language Task Modeling
International Journal of Innovative Science and Research Technology (IJISRT)|2024
15 cit.
7
Leveraging Directed Causal Discovery to Detect Latent Common Causes in Cause-Effect Pairs
IEEE Transactions on Neural Networks and Learning Systems|2022
8 cit.
8
“We need a little help”: a qualitative study on distress and coping among pediatric medical interpreters
Journal of Hospital Management and Health Policy|2022
7 cit.
9
Geographical weighted regression analysis of delayed antenatal care initiation and its factors among all reproductive-aged women in Ethiopia, 2016
Contraception and Reproductive Medicine|2022
7 cit.
10
Opioid Settlements: The Role for Addiction Medicine in Guiding Effective Spending
Journal of Addiction Medicine|2023
5 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
David W. Bates
Brigham and Women's Hospital
2
Blackford Middleton
University of Surrey
3
David Blumenthal
Harvard University
4
Ashish K. Jha
Brown University
5
Hardeep Singh
Michael E. DeBakey VA Medical Center
6
Roger G. Mark
Massachusetts Institute of Technology
7
Aziz Sheikh
University of Oxford
8
Rainu Kaushal
Cornell University
9
Isaac S. Kohane
Harvard University
10
Dean F. Sittig
The University of Texas Health Science Center

Current Senior Leaders Papers

1
MIMIC-III, a freely accessible critical care database
Scientific Data|2016
8.1k cit.
2
The impact of the MIT-BIH Arrhythmia Database
IEEE Engineering in Medicine and Biology Magazine|2001
4.6k cit.
3
MIMIC-IV, a freely accessible electronic health record dataset
Scientific Data|2023
2.8k cit.
4
Big Data and Machine Learning in Health Care
JAMA|2018
2.2k cit.
5
Critical Supply Shortages — The Need for Ventilators and Personal Protective Equipment during the Covid-19 Pandemic
New England Journal of Medicine|2020
2.1k cit.
6
Incidence of Adverse Drug Events and Potential Adverse Drug Events
JAMA|1995
2.1k cit.
7
Effect of Computerized Physician Order Entry and a Team Intervention on Prevention of Serious Medication Errors
JAMA|1998
2.1k cit.
8
Medication Errors and Adverse Drug Events in Pediatric Inpatients
JAMA|2001
1.9k cit.
9
The Incidence and Severity of Adverse Events Affecting Patients after Discharge from the Hospital
Annals of Internal Medicine|2003
1.9k cit.
10
Incidence and Preventability of Adverse Drug Events Among Older Persons in the Ambulatory Setting
JAMA|2003
1.7k cit.

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