Chamani Shiranthika

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Medical Image Segmentation

Forward Error Correction

Reinforcement Learning

Network Conditions

Top Venues

IEEE J. Biomed. Health Informatics

ISIC/Care-AI/MedAGI/DeCaF@MICCAI

Publications

Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic
Optimizing Split Points for Error-Resilient SplitFed Learning. CoRR (2024)
Zahra Hafezi Kafshgari, Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic
Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations. ISBI (2023)
Zahra Hafezi Kafshgari, Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic
Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations. CoRR (2023)
Chamani Shiranthika, Zahra Hafezi Kafshgari, Parvaneh Saeedi, Ivan V. Bajic
SplitFed resilience to packet loss: Where to split, that is the question. CoRR (2023)
Chamani Shiranthika, Zahra Hafezi Kafshgari, Parvaneh Saeedi, Ivan V. Bajic
SplitFed Resilience to Packet Loss: Where to Split, that is the Question. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Chan-Yun Yang, Chamani Shiranthika, Chung-Yih Wang, Kuo-Wei Chen, Sagara Sumathipala
Reinforcement learning strategies in cancer chemotherapy treatments: A review. Comput. Methods Programs Biomed. 229 (2023)
Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic
Decentralized Learning in Healthcare: A Review of Emerging Techniques. IEEE Access 11 (2023)
Chamani Shiranthika, Kuo-Wei Chen, Chung-Yih Wang, Chan-Yun Yang, B. H. Sudantha, Wei-Fu Li
Supervised Optimal Chemotherapy Regimen Based on Offline Reinforcement Learning. IEEE J. Biomed. Health Informatics 26 (9) (2022)