Pixel level deep reinforcement learning for accurate and robust medical image segmentation

Existing deep learning methods have achieved significant success in medical image segmentation. However, this success largely relies on stacking advanced modules and architectures, which has created a path dependency. This path dependency is unsustainable, as it leads to increasingly larger model pa...

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Detalles Bibliográficos
Autores principales: Liu, Y, Yuan, D, Xu, Z, Zhan, Y, Zhang, H, Lu, J, Lukasiewicz, T
Formato: Journal article
Lenguaje:English
Publicado: Nature Publishing Group UK 2025