Leaderboards/ECG Monitoring and Analysis

ECG Monitoring and Analysis

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Rohit Bharti
Lovely Professional University
2
Haya Elayan
Manchester Academic Health Science Centre
3
Ali Haider Khan
Shaukat Khanum Memorial Cancer Hospital and Research Center
4
Harshit Jindal
Amity University
5
V. Jahmunah
Ngee Ann Polytechnic
6
Taiyu Zhu
King's College London
7
Sharmeen M.Saleem Abdullah Abdullah
Duhok Polytechnic University
8
Mohebbanaaz
Vignana Jyothi Institute of Management
9
Veer Sangha
Yale University
10
H. Ceren Ates
Technical University of Munich

Rising Stars Papers

1
Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge
IEEE Transactions on Biomedical Circuits and Systems|2024
55 cit.
2
A novel inference system for detecting cardiac arrhythmia using deep learning framework
Neural Computing and Applications|2025
31 cit.
3
AttCNNnet: Attention Based CNN Network to Detect Seizures from EEG subjects
Unknown Journal|2024
30 cit.
4
Stress monitoring with wearable technology and AI
Nature Electronics|2024
28 cit.
5
Biometric contrastive learning for data-efficient deep learning from electrocardiographic images
Journal of the American Medical Informatics Association|2024
26 cit.
6
Detection and Identification of Fake Images using Conditional Generative Adversarial Networks (CGANs)
Unknown Journal|2024
25 cit.
7
Detection of Brain Tumors from MRI Images using Novel Deep CNN
Unknown Journal|2025
17 cit.
8
Unraveling the impact of therapeutic drug monitoring via machine learning for patients with sepsis
Cell Reports Medicine|2024
16 cit.
9
A Novel Approach for Classification of EEG subjects using Hybrid Machine Learning algorithm
Unknown Journal|2025
16 cit.
10
CropAI: Crop disease prediction and growth tracking using AI
Unknown Journal|2025
14 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Muhammad Adam
Universitas Saburai
2
Özal Yıldırım
Fırat University
3
Paweł Pławiak
Cracow University of Technology
4
Wangpeng He
Xidian University
5
Eddie Ng Yin Kwee
Unknown
6
Mohammad Shabaz
Marwadi University
7
Parneet Singh
All India Institute of Medical Sciences Bhubaneswar
8
Sun Ruinan
University of Electronic Science and Technology of China
9
Deepu John
University College Dublin
10
Ali Asghar Yarifard
University of Bojnord

Emerging Leaders Papers

1
A predictive analytics approach for stroke prediction using machine learning and neural networks
Healthcare Analytics|2022
243 cit.
2
ANNet: A Lightweight Neural Network for ECG Anomaly Detection in IoT Edge Sensors
IEEE Transactions on Biomedical Circuits and Systems|2022
148 cit.
3
Intrusion Detection System for Industrial Internet of Things Based on Deep Reinforcement Learning
Wireless Communications and Mobile Computing|2022
104 cit.
4
Applicability of Internet of Things in Smart Farming
Journal of Food Quality|2022
90 cit.
5
Application of Kronecker convolutions in deep learning technique for automated detection of kidney stones with coronal CT images
Information Sciences|2023
88 cit.
6
Metaverse Security: Issues, Challenges and a Viable ZTA Model
Electronics|2023
68 cit.
7
Explainable AI for lung cancer detection via a custom CNN on CT images
Scientific Reports|2025
62 cit.
8
BAED: A secured biometric authentication system using ECG signal based on deep learning techniques
Journal of Applied Biomedicine|2022
59 cit.
9
Multi-criteria decision making for determining best teaching method using fuzzy analytical hierarchy process
Soft Computing|2022
56 cit.
10
CTAB modified SnO₂ PEDOT PSS heterojunction humidity sensor with enhanced sensitivity stability and machine learning evaluation
Scientific Reports|2025
54 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
U. Rajendra Acharya
University of Southern Queensland
2
Roger G. Mark
Massachusetts Institute of Technology
3
Gari D. Clifford
Emory University
4
Pablo Laguna
Universidad de Zaragoza
5
Arthur J. Moss
University of Rochester
6
Ram Bilas Pachori
Indian Institute of Technology Indore
7
Moncef Gabbouj
Tampere University
8
Rosalind W. Picard
Human Media
9
Ki H. Chon
University of Connecticut
10
Andrew Y. Ng
Stanford University

Current Senior Leaders Papers

1
MIMIC-III, a freely accessible critical care database
Scientific Data|2016
8.1k cit.
2
On Spectral Clustering: Analysis and an algorithm
Unknown Journal|2001
7.8k cit.
3
The impact of the MIT-BIH Arrhythmia Database
IEEE Engineering in Medicine and Biology Magazine|2001
4.6k cit.
4
Improved Survival with an Implanted Defibrillator in Patients with Coronary Disease at High Risk for Ventricular Arrhythmia
New England Journal of Medicine|1996
4.2k cit.
5
Decreased heart rate variability and its association with increased mortality after acute myocardial infarction
The American Journal of Cardiology|1987
4k cit.
6
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
Nature Medicine|2018
3k cit.
7
Large Scale Distributed Deep Networks
Unknown Journal|2012
2.9k cit.
8
Apprenticeship learning via inverse reinforcement learning
Unknown Journal|2004
2.9k cit.
9
MIMIC-IV, a freely accessible electronic health record dataset
Scientific Data|2023
2.8k cit.
10
Distance Metric Learning with Application to Clustering with Side-Information
Unknown Journal|2002
2.7k cit.

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