no code implementations • 17 Jun 2021 • Minhao Hu, Matthis Maillard, Ya zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori
In this paper, we propose KD-Net, a framework to transfer knowledge from a trained multi-modal network (teacher) to a mono-modal one (student).
1 code implementation • 9 Dec 2021 • Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang
Notably, this work may be the first attempt to combine CNN and transformer for semi-supervised medical image segmentation and achieve promising results on a public benchmark.
1 code implementation • 4 Mar 2022 • Xiangde Luo, Minhao Hu, Wenjun Liao, Shuwei Zhai, Tao Song, Guotai Wang, Shaoting Zhang
Medical image segmentation plays an irreplaceable role in computer-assisted diagnosis, treatment planning, and following-up.