Mevan Ekanayake

13 papers A 1Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CL-MRI: Self-Supervised contrastive learning to improve the accuracy of undersampled MRI reconstruction. Biomed. Signal Process. Control. Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
2025	J	`jnl`	PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification. J. Imaging Inform. Medicine Mevan Ekanayake, Kamlesh Pawar, Zhifeng Chen, Gary F. Egan, Zhaolin Chen
2025	A	`conf`	SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution. WACV Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
2025	—	`conf`	Ultra-Low-Field MRI Enhancement via INR-Based Style Transfer. MICCAI (16) Kh Tohidul Islam, Mevan Ekanayake, Zhaolin Chen
2024	—	`conf`	Improving Deep Learning MRI Reconstruction with Contrastive Learning Pretraining. ISBI Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
2024	J	`jnl`	McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction. Comput. Biol. Medicine Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
2024	J	`jnl`	SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution. CoRR Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
2023	J	`jnl`	Contrastive Learning MRI Reconstruction. CoRR Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
2023	J	`jnl`	Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging - State-of-the-Art and Challenges. J. Digit. Imaging Zhaolin Chen, Kamlesh Pawar, Mevan Ekanayake, Cameron Dennis Pain, Shenjun Zhong, Gary F. Egan
2023	J	`jnl`	PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification. CoRR Mevan Ekanayake, Kamlesh Pawar, Gary F. Egan, Zhaolin Chen
2022	J	`jnl`	Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction. CoRR Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
2020	—	`conf`	Convolutional Autoencoder for Blind Hyperspectral Image Unmixing. ICIIS Yasiru Ranasinghe, Sanjaya Herath, Kavinga Weerasooriya, Mevan Ekanayake, Roshan Godaliyadda, Parakrama Ekanayake, Vijitha R. Herath
2020	J	`jnl`	Convolutional Autoencoder for Blind Hyperspectral Image Unmixing. CoRR Yasiru Ranasinghe, Sanjaya Herath, Kavinga Weerasooriya, Mevan Ekanayake, Roshan Godaliyadda, Parakrama Ekanayake, Vijitha R. Herath