Prof Saman Halgamuge
Professor
Department of Mechanical Engineering
510 Scholarly works
45 Projects
HIGHLIGHTS
2022
Research Grant
"Integrative-Omics" for Precision Medicine in the Epilepsies
2022
Research grants (ARC, NHMRC, MRFF)
"Integrative-Omics" for Precision Medicine in the Epilepsies
2021
Research grants (ARC, NHMRC, MRFF)
ARC Research Hub for Transformation of Reclaimed Waste Resources to Engineered Materials and Solutions for a Circular Economy
2014
Journal article
Bioinformatics pipelines for targeted resequencing and whole-exome sequencing of human and mouse genomes: A virtual appliance approach for instant deployment
DOI: 10.1371/journal.pone.00952172014
Journal article
Inferring copy number and genotype in tumour exome data
DOI: 10.1186/1471-2164-15-7322012
Journal article
CONTRA: Copy number analysis for targeted resequencing
DOI: 10.1093/bioinformatics/bts1462008
Journal article
Genome classification by gene distribution: an overlapping subspace clustering approach
DOI: 10.1186/1471-2148-8-116
RECENT SCHOLARLY WORKS
2026
Journal article
AniFaceDiff: Animating stylized avatars via parametric conditioned diffusion models
DOI: 10.1016/j.patcog.2025.1120172025
Journal article
Investigating Unconscious Verbal Mimicry as a Measure of Empathy in Design
DOI: 10.1115/1.40685322025
Journal article
Large Language Models for Predicting Empathic Accuracy Between a Designer and a User
DOI: 10.1115/1.40672272025
Journal article
Distributed Coordination of Electric Vehicles in Unbalanced Distribution Grids: Enhancing Resilience to Peer-to-Peer Communication Failures
DOI: 10.1109/TIA.2025.35318322025
Journal article
Indigenous peoples and artificial intelligence: A systematic review and future directions
DOI: 10.1177/205395172513491702024
Journal article
Annotation-efficient deep learning for breast cancer whole-slide image classification using tumour infiltrating lymphocytes and slide-level labels
DOI: 10.1038/s44172-024-00246-92024
Conference Proceedings
A Deep Reinforcement Learning Approach for Cost Optimized Workflow Scheduling in Cloud Computing Environments
DOI: 10.1145/3685767.36857802024
Journal article
Visualization of incrementally learned projection trajectories for longitudinal data
DOI: 10.1038/s41598-024-63511-z