Navigating Tversky Loss Function Hyperparameter Spaces using Particle Swarm Optimization for Myocardial Scar Segmentation
Medical image segmentation faces challenges due to class imbalance, where the foreground often occupies a much smaller volume compared to background tissues. This imbalance significantly impacts deep learning model performance, as different loss functions exhibit varying levels of robustness to such...
| Published in: | 2024 20th IEEE International Colloquium on Signal Processing and Its Applications, CSPA 2024 - Conference Proceedings |
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| Main Author: | |
| Format: | Conference paper |
| Language: | English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2024
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193983562&doi=10.1109%2fCSPA60979.2024.10525595&partnerID=40&md5=7ee1d6ae745c55df3ffea7ebfa2fec60 |