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eess.IV2022★ 1 cited
Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation
Sota Kato, Kazuhiro Hotta
Dice loss is widely used for medical image segmentation, and many improvement loss functions based on such loss have been proposed. However, further Dice loss improvements are stil…
eess.IV2021
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation
Sota Kato, Kazuhiro Hotta
We propose an automatic preprocessing and ensemble learning for segmentation of cell images with low quality. It is difficult to capture cells with strong light. Therefore, the mic…