Dr Mevan Ekanayake
Honorary (Fellow)
The Sir Peter MacCallum Department of Oncology
18 Scholarly works
0 Projects
HIGHLIGHTS
2026
Book Chapter
Ultra-Low-Field MRI Enhancement via INR-Based Style Transfer
DOI: 10.1007/978-3-032-05325-1_572025
Journal article
PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification
DOI: 10.1007/s10278-024-01250-32025
Journal article
CL-MRI: Self-Supervised contrastive learning to improve the accuracy of undersampled MRI reconstruction
DOI: 10.1016/j.bspc.2024.1071852025
Conference Proceedings
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution
DOI: 10.1109/WACV61041.2025.000222024
Journal article
McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction
DOI: 10.1016/j.compbiomed.2023.1077752024
Conference Proceedings
Improving Deep Learning MRI Reconstruction with Contrastive Learning Pretraining
DOI: 10.1109/ISBI56570.2024.106357942023
Conference Proceedings
COLADA: Contrastive Learning for highly accelerated MR Image Reconstruction
DOI: 10.58530/2023/0156
RECENT SCHOLARLY WORKS
2023
Journal article
Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging—State-of-the-Art and Challenges
DOI: 10.1007/s10278-022-00721-92021
Conference Proceedings
A Comparison Between MPPT Algorithm and DC-DC Convertor Configurations for PV Systems
DOI: 10.1109/iciafs52090.2021.96058272021
Journal article
Constrained Nonnegative Matrix Factorization for Blind Hyperspectral Unmixing Incorporating Endmember Independence
DOI: 10.1109/jstars.2021.3126664