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Malitha Gunawardhana
PhD student, University of Auckland
Joined
November 2022
Names
Malitha Gunawardhana
(Preferred)
,
M.B.M Gunawardhana
,
M. B. M. Gunawardhana
Emails
****@mbzuai.ac.ae
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@aucklanduni.ac.nz
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
PhD student
University of Auckland
(auckland.ac.nz)
2023
–
Present
Researcher
Polish Academy of Sciences
(pan.pl)
2022
–
2025
Researcher
Mohamed bin Zayed University of Artificial Intelligence
(mbzuai.ac.ae)
2022
–
2023
Undergrad student
University of Moratuwa
(mrt.ac.lk)
2017
–
2021
Advisors, Relations & Conflicts
PhD Advisor
Jichao Zhao
2023
–
Present
Coauthor
Kumaranage Ravindu Yasas Nagasinghe
2023
–
Present
Coauthor
Honglu Zhou
2023
–
Present
Coauthor
Daniel Harari
2023
–
Present
Coauthor
Muhammad Haris Khan
2022
–
Present
Coauthor
Bimsara Pathiraja
2022
–
Present
Coauthor
Chamuditha Jayanga Galappaththige
2022
–
Present
Coauthor
Sanoojan Baliah
2022
–
Present
Coauthor
Norbert Zolek
2022
–
Present
Coauthor
Martin Renqiang Min
2023
–
2024
Coauthor
Chathuki Navanjana
2020
–
2021
Coauthor
Dinithi Fernando
2020
–
2021
Coauthor
Nipuna Upeksha
2020
–
2021
Coauthor
Anjula De Silva
2020
–
2021
Expertise
Cardiac Segmentation
2023
–
Present
Self-Supervised Learning
2022
–
Present
Network calibration
2022
–
Present
Computer Vision
2017
–
Present
Deep learning
2017
–
Present
Medical Imaging
2017
–
Present
Publications
Why not use your textbook? knowledge-enhanced procedure planning of instructional videos
Kumaranage Ravindu Yasas Nagasinghe
,
Honglu Zhou
,
Malitha Gunawardhana
,
Martin Renqiang Min
,
Daniel Harari
,
Muhammad Haris Khan
CVPR
Readers:
Everyone
A Comprehensive Benchmarking and Systematic Analysis of Deep Learning Models for Sonomammogram Segmentation
Malitha Gunawardhana
,
Norbert Zolek
MIDL 2026 - Validation Papers Poster
Readers:
Everyone
Integrating Deep Learning in Cardiology: A Comprehensive Review of Atrial Fibrillation, Left Atrial Scar Segmentation, and the Frontiers of State-of-the-Art Techniques
Malitha Gunawardhana
,
Anuradha Kulathilaka
,
Jichao Zhao
CoRR 2024
Readers:
Everyone
Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation
Fangqiang Xu
,
Wenxuan Tu
,
Fan Feng
,
Malitha Gunawardhana
,
Jiayuan Yang
,
Yun Gu
,
Jichao Zhao
CoRR 2024
Readers:
Everyone
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
Malitha Gunawardhana
,
Fangqiang Xu
,
Jichao Zhao
CoRR 2024
Readers:
Everyone
Towards Generalizing to Unseen Domains with Few Labels
Chamuditha Jayanga Galappaththige
,
Sanoojan Baliah
,
Malitha Gunawardhana
,
Muhammad Haris Khan
CoRR 2024
Readers:
Everyone
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos
Kumaranage Ravindu Yasas Nagasinghe
,
Honglu Zhou
,
Malitha Gunawardhana
,
Martin Renqiang Min
,
Daniel Harari
,
Muhammad Haris Khan
CoRR 2024
Readers:
Everyone
View all 16 publications
Co-Authors
A. C. De Silva
Anjula De Silva
Anuradha Kulathilaka
Bimsara Pathiraja
Chamuditha Jayanga Galappaththige
Chathuki Navanjana
Daniel Harari
Dinithi Fernando
Fan Feng
Fangqiang Xu
H. D. G. Fernando
Honglu Zhou
Jiayuan Yang
Jichao Zhao
Kumaranage Ravindu Yasas Nagasinghe
Liel David
Limalka Sadith
Martin Renqiang Min
Muhammad Haris Khan
Nipuna Upeksha
Norbert Zolek
R. M. N. Upeksha
Sanoojan Baliah
U. K. W. D. M. R. N. C. Navanjana
Wenxuan Tu
View all 26 co-authors