Chamani Shiranthika

According to our database, Chamani Shiranthika authored at least 12 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

MuCALD-SplitFed: Causal-Latent Diffusion for Privacy-Preserving Multi-Task Split-Federated Medical Image Segmentation.

Chamani Shiranthika, Hadi Hadizadeh, Parvaneh Saeedi

CoRR, May, 2026

When To Adapt? Adapting the Model or Data in Federated Medical Imaging.

Chamani Shiranthika, Parvaneh Saeedi

CoRR, May, 2026

2025

MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation.

Chamani Shiranthika, Zahra Hafezi Kafshgari, Hadi Hadizadeh, Parvaneh Saeedi

CoRR, March, 2025

2024

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning.

Chamani Shiranthika, Hadi Hadizadeh, Parvaneh Saeedi, Ivan V. Bajic

CoRR, 2024

Optimizing Split Points for Error-Resilient SplitFed Learning.

Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic

CoRR, 2024

Adaptive Asynchronous Split Federated Learning for Medical Image Segmentation.

Chamani Shiranthika, Hadi Hadizadeh, Parvaneh Saeedi, Ivan V. Bajic

IEEE Access, 2024

2023

Reinforcement learning strategies in cancer chemotherapy treatments: A review.

Chan-Yun Yang, Chamani Shiranthika, Chung-Yih Wang, Kuo-Wei Chen, Sagara Sumathipala

Comput. Methods Programs Biomed., February, 2023

Decentralized Learning in Healthcare: A Review of Emerging Techniques.

Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic

IEEE Access, 2023

SplitFed Resilience to Packet Loss: Where to Split, that is the Question.

Chamani Shiranthika, Zahra Hafezi Kafshgari, Parvaneh Saeedi, Ivan V. Bajic

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations.

Zahra Hafezi Kafshgari, Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Supervised Optimal Chemotherapy Regimen Based on Offline Reinforcement Learning.

Chamani Shiranthika, Kuo-Wei Chen, Chung-Yih Wang, Chan-Yun Yang, B. H. Sudantha, Wei-Fu Li

IEEE J. Biomed. Health Informatics, 2022

2019

Realtime Computer Vision-Based Accurate Vehicle Counting and Speed Estimation for Highways.

Chamani Shiranthika, Prashan Premaratne, Z. Zheng, Brendan Halloran

Proceedings of the Intelligent Computing Theories and Application, 2019