1 Star 0 Fork 93

xiang / PaddleSeg

forked from PaddlePaddle / PaddleSeg 
加入 Gitee
与超过 1200万 开发者一起发现、参与优秀开源项目,私有仓库也完全免费 :)
免费加入
克隆/下载
README.md 1.65 KB
一键复制 编辑 原始数据 按行查看 历史
shiyutang 提交于 2022-04-15 14:16 . [Doc] Medicalseg README (#1996)

COVID-19 CT scans

20 CT scans and expert segmentations of patients with COVID-19

Performance

Vnet

Milletari, Fausto, Nassir Navab, and Seyed-Ahmad Ahmadi. "V-net: Fully convolutional neural networks for volumetric medical image segmentation." In 2016 fourth international conference on 3D vision (3DV), pp. 565-571. IEEE, 2016.

Backbone Resolution lr Training Iters Dice Links
- 128x128x128 0.001 15000 97.04% model | log | vdl
- 128x128x128 0.0003 15000 92.70% model | log | vdl

Unet

Çiçek, Özgün, Ahmed Abdulkadir, Soeren S. Lienkamp, Thomas Brox, and Olaf Ronneberger. "3D U-Net: learning dense volumetric segmentation from sparse annotation." In International conference on medical image computing and computer-assisted intervention, pp. 424-432. Springer, Cham, 2016.

Backbone Resolution lr Training Iters Dice Links

To be continue.

Python
1
https://gitee.com/xianglizuel/PaddleSeg.git
git@gitee.com:xianglizuel/PaddleSeg.git
xianglizuel
PaddleSeg
PaddleSeg
release/2.6

搜索帮助