文件名称：SegLoss:损失函数的集合，用于医学图像分割
文件大小：310KB
文件格式：ZIP
更新时间：2024-05-17 19:12:02
Python
图像分割的损失函数 @article{LossOdyssey, title = {Loss Odyssey in Medical Image Segmentation}, journal = {Medical Image Analysis}, volume = {71}, pages = {102035}, year = {2021}, author = {Jun Ma and Jianan Chen and Matthew Ng and Rui Huang and Yu Li and Chen Li and Xiaoping Yang and Anne L. Martel} doi = {https://doi.org/10.1016/j.media.2021.102035}, url = {https://www.sciencedirect.com/science/article/p
【文件预览】：
SegLoss-master
----README.md(14KB)
----losses_pytorch()
--------focal_loss.py(3KB)
--------hausdorff.py(5KB)
--------lovasz_loss.py(2KB)
--------README.md(465B)
--------ND_Crossentropy.py(7KB)
--------boundary_loss.py(8KB)
--------dice_loss.py(18KB)
----test()
--------data_splits()
--------loss_functions()
--------README.md(5KB)
--------network_training()
--------LossOverview.PNG(230KB)