Leaderboards/Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Peter Lee
Microsoft (United States)
2
Shiva Maleki Varnosfaderani
Wayne State University
3
Bahzad Charbuty
Duhok Polytechnic University
4
Junaid Bajwa
University of British Columbia
5
Shahid Mohammad Ganie
King Faisal University
6
Adedayo Ogunpola
Birmingham City University
7
Ling Dai
ShanghaiTech University
8
Rohit Bharti
Lovely Professional University
9
Malek Elhaddad
Queen Elizabeth University Hospital
10
Metty Paul
De Montfort University

Papers

1
The Role of AI in Hospitals and Clinics: Transforming Healthcare in the 21st Century
Bioengineering|2024
770 cit.
2
A deep learning system for predicting time to progression of diabetic retinopathy
Nature Medicine|2024
302 cit.
3
Publication in Diagnostics (2024) [260 citations, W4390670395]
Diagnostics|2024
260 cit.
4
Publication in Cureus (2024) [230 citations, W4394009485]
Cureus|2024
230 cit.
5
Ensemble learning with explainable AI for improved heart disease prediction based on multiple datasets
Scientific Reports|2025
67 cit.
6
A comparative analysis of boosting algorithms for chronic liver disease prediction
Healthcare Analytics|2024
51 cit.
7
Improved liver disease prediction from clinical data through an evaluation of ensemble learning approaches
BMC Medical Informatics and Decision Making|2024
22 cit.
8
Enhanced and Interpretable Prediction of Multiple Cancer Types Using a Stacking Ensemble Approach with SHAP Analysis
Bioengineering|2025
15 cit.
9
Publication in IEEE Journal of Biomedical and Health Informatics (2024) [10 citations, W4400352052]
IEEE Journal of Biomedical and Health Informatics|2024
10 cit.
10
An investigation of ensemble learning techniques for obesity risk prediction using lifestyle data
Decision Analytics Journal|2024
9 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Adnan Mohsin Abdulazeez
Duhok Polytechnic University
2
Sandeep Kaushik
University of Minho
3
Joseph Petro
United Health Services
4
Muhammad Fazal Ijaz
Melbourne School of Theology
5
Hua Tang
Southwest Medical University
6
Thar Baker
Liverpool John Moores University
7
Ayoub Ait Lahcen
Université Ibn-Tofail
8
Mohammad Shabaz
Marwadi University
9
Lakshin Pathak
Physical Research Laboratory
10
Apoorva Choudhary
Indira Gandhi Delhi Technical University for Women

Papers

1
Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine
New England Journal of Medicine|2023
1.6k cit.
2
RETRACTED ARTICLE: Artificial intelligence in disease diagnosis: a systematic literature review, synthesizing framework and future research agenda
Journal of Ambient Intelligence and Humanized Computing|2022
999 cit.
3
Classifying Crop Leaf Diseases using Different Deep Learning Models with Transfer Learning
International Journal of Innovative Science and Research Technology (IJISRT)|2024
960 cit.
4
A Bibliometric Analysis of Heart Disease Detection using Artificial Intelligence Techniques: Trends, Influential Works, and Research Gaps
International Journal of Innovative Science and Research Technology (IJISRT)|2023
777 cit.
5
A comparative analysis of K-Nearest Neighbor, Genetic, Support Vector Machine, Decision Tree, and Long Short Term Memory algorithms in machine learning
Decision Analytics Journal|2022
734 cit.
6
Fine-Tuned DenseNet-169 for Breast Cancer Metastasis Prediction Using FastAI and 1-Cycle Policy
Sensors|2022
207 cit.
7
Giant Trevally Optimizer (GTO): A Novel Metaheuristic Algorithm for Global Optimization and Challenging Engineering Problems
IEEE Access|2022
159 cit.
8
Intrusion Detection System for Industrial Internet of Things Based on Deep Reinforcement Learning
Wireless Communications and Mobile Computing|2022
104 cit.
9
Stock Market Prediction with High Accuracy using Machine Learning Techniques
Procedia Computer Science|2022
96 cit.
10
XGBoost To Enhance Learner Performance Prediction
Computers and Education Artificial Intelligence|2024
91 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Ezekiel Emanuel
University of Pennsylvania
2
Roger G. Mark
Massachusetts Institute of Technology
3
Gautam Srivastava
China Medical University
4
Mohammad Ali Moni
The University of Queensland
5
Yan Liu
Nankai University
6
Fei Wang
Cornell University
7
Joel T. Dudley
Hamilton Thorne (United States)
8
Tien Yin Wong
Beijing Tsinghua Chang Gung Hospital
9
Allan S. Detsky
University of Toronto
10
Salih Güneş
Istanbul Kültür University

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
Predicting the Future — Big Data, Machine Learning, and Clinical Medicine
New England Journal of Medicine|2016
3.5k cit.
4
Fair Allocation of Scarce Medical Resources in the Time of Covid-19
New England Journal of Medicine|2020
3.2k cit.
5
MIMIC-IV, a freely accessible electronic health record dataset
Scientific Data|2023
2.8k cit.
6
Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes
JAMA|2017
2.3k cit.
7
Recurrent Neural Networks for Multivariate Time Series with Missing Values
Scientific Reports|2018
2.1k cit.
8
Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques
IEEE Access|2019
1.9k cit.
9
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
Scientific Reports|2016
1.7k cit.
10
Age-related macular degeneration
The Lancet|2012
1.7k cit.

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