4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Interactive image diagnosis using test-time backpropagation from the auxiliary task
Takuro Shimaya
Multi-task deep learning has been developed to ensure explainability in computer-aided diagnosis (CAD) systems. These systems simultaneously predict interpretable characteristics o…
cs.CV2026★ 4 cited
Sam-Correction: Fully Adaptive Label Noise Reduction for Medical Image Segmentation
Takuro Shimaya, Masahiro Saiko
The quality of the teacher label has a dramatic impact on the outcome of the machine learning process. Medical image segmentation often suffers from a noisy ground truth (GT) mask…