← back to search

Marimuthu Palaniswami

University of Melbourne · AU
Area of research
Cardiology and Cardiovascular Medicine · Cognitive Neuroscience
Research interest
Research interests include Heart Rate Variability and Autonomic Control, EEG and Brain-Computer Interfaces, Non-Invasive Vital Sign Monitoring, and ECG Monitoring and Analysis.
h-index
70
citations
31,068
works
745
NIH funding
primary concept
email

Recent publications

Fusing Tabular Features and Deep Learning for Fetal Heart Rate Analysis: A Clinically Interpretable Model for Fetal Compromise Detection
IEEE Transactions on Biomedical Engineering 2026cited by 1position: contributordoi
Detecting Smart Ponzi Schemes on Blockchain Using Machine Learning: A Comprehensive Survey
Distributed Ledger Technologies: Research and Practice 2026cited by 1position: contributordoi
CONSENSUS: Consensus-based Systematic Evidence Synthesis for Forensic Risk Profiling of Cryptocurrency Mixers
Distributed Ledger Technologies: Research and Practice 2026cited by 0position: contributordoi
Minimum Foot Clearance Prediction in Stroke Survivors: A Transformer-Based Approach
IEEE Transactions on Neural Systems and Rehabilitation Engineering 2026cited by 0position: contributordoi
NeuroSleepNet: An Explainable Multi-Head Attention-Based Framework With Spatial and Multi-Scale Independent Temporal Context Learning for Automatic Sleep Stage Scoring
IEEE Access 2026cited by 0position: contributordoi
Cross-Database Evaluation of Deep Learning Methods for Intrapartum Cardiotocography Classification
IEEE Journal of Translational Engineering in Health and Medicine 2025cited by 9position: contributordoi
Application-Aware Real-Time Network Resource Allocation for Industry 5.0
IEEE Transactions on Cognitive Communications and Networking 2025cited by 3position: contributordoi
Adversarial Masked Autoencoders Are Robust Vision Learners
IEEE Transactions on Artificial Intelligence 2025cited by 3position: contributordoi
Identifying Suspicious Blockchain Transactions using Clustering with Explainability
Distributed Ledger Technologies: Research and Practice 2025cited by 1position: contributordoi
Zero-shot Stroke Lesion Segmentation via CAM-guided Prompting of MedSAM2
Proceedings of the 34th ACM International Conference on Information and Knowledge Management 2025cited by 0position: contributordoi
RepMedGAN: Self-supervised Representation-guided Medical GAN for Label-free Medical Image Synthesis
Proceedings of the 34th ACM International Conference on Information and Knowledge Management 2025cited by 0position: contributordoi
Rethinking Masked Image Modeling for Ultrasound Image Denoising
Proceedings of the 34th ACM International Conference on Information and Knowledge Management 2025cited by 0position: contributordoi
A Survey of Wearable Sensors and Machine Learning Algorithms for Automated Stroke Rehabilitation
IEEE Access 2024cited by 25position: contributordoi
Unified Feature Engineering for Detection of Malicious Entities in Blockchain Networks
IEEE Transactions on Information Forensics and Security 2024cited by 15position: contributordoi
Network Resource Allocation for Industry 4.0 With Delay and Safety Constraints
IEEE Transactions on Cognitive Communications and Networking 2024cited by 14position: contributordoi
EDAF: Early Detection of Atrial Fibrillation from Post-stroke Brain MRI
Lecture Notes in Computer Science 2024cited by 0position: contributordoi
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments
IEEE Transactions on Mobile Computing 2023cited by 135position: contributordoi
Computerised Cardiotocography Analysis for the Automated Detection of Fetal Compromise during Labour: A Review
Bioengineering 2023cited by 36position: contributordoi
Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages
IEEE Transactions on Biomedical Engineering 2023cited by 31position: contributordoi
Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions
ACM Computing Surveys 2022cited by 96position: contributordoi
Detection of fetal arrhythmias in non-invasive fetal ECG recordings using data-driven entropy profiling
Physiological Measurement 2022cited by 10position: contributordoi
A Real-Time Tunable ECG Noise-Aware System for IoT-Enabled Devices
IEEE Sensors Journal 2022cited by 5position: contributordoi
Achieving AI-Enabled Robust End-to-End Quality of Experience Over Backhaul Radio Access Networks
IEEE Transactions on Cognitive Communications and Networking 2022cited by 4position: contributordoi
Guest Editorial: Computational Intelligence for Human-in-the-Loop Cyber Physical Systems
IEEE Transactions on Emerging Topics in Computational Intelligence 2022cited by 4position: contributordoi
An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments
IEEE Transactions on Mobile Computing 2021cited by 308position: contributordoi
Missing Data Imputation With Bayesian Maximum Entropy for Internet of Things Applications
IEEE Internet of Things Journal 2021cited by 42position: contributordoi
Identifying Groups of Fake Reviewers Using a Semisupervised Approach
IEEE Transactions on Computational Social Systems 2021cited by 37position: contributordoi
Personalized Anatomic Modeling for Noninvasive Fetal ECG: Methodology and Applications
IEEE Transactions on Instrumentation and Measurement 2021cited by 16position: contributordoi
Upper limb movement profiles during spontaneous motion in acute stroke
Physiological Measurement 2021cited by 12position: contributordoi
Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors
IEEE Journal of Biomedical and Health Informatics 2021cited by 10position: contributordoi

Grants

No grants ingested yet.

Frequent collaborators

· 39 papers (2019–2026)Aravinda S. Rao · University of Melbourne12 papers (2020–2026)Chandan Karmakar · Australian Research Council10 papers (2019–2026)Nandakishor Desai · The University of Melbourne6 papers (2024–2026)Punit Rathore · 5 papers (2019–2021)Emerson Keenan · The University of Melbourne5 papers (2021–2026)Yuchong Yao · The University of Melbourne4 papers (2025–2025)Dheeraj Kumar · Indian Institute of Technology Kanpur4 papers (2019–2026)Vallipuram Muthukkumarasamy · Griffith University4 papers (2024–2026)James C. Bezdek · The University of Melbourne4 papers (2019–2021)Rajkumar Buyya · The University of Melbourne3 papers (2021–2023)Fiona C. Brownfoot · National Health and Medical Research Council3 papers (2021–2023)Shreyasi Datta · The University of Melbourne3 papers (2020–2021)Mohammad Goudarzi · Monash University3 papers (2021–2023)Tansu Alpcan · University of Melbourne3 papers (2022–2025)Mohammod Abdul Motin · University of Melbourne3 papers (2019–2026)Punit Rathore · Indian Institute of Science Bangalore3 papers (2021–2025)Lochana Mendis · The University of Melbourne3 papers (2023–2026)Peng Li · The University of Texas Southwestern Medical Center2 papers (2016–2018)Nandini Sengupta · The University of Melbourne2 papers (2024–2026)