【知识链接】WGAN Transformer Vit Swin-Transformer Swin-Unet Res-Vit TransUNet MAE Bra ADDA

Wasserstein gan

GAN有着诸多问题：模式崩溃，难以收敛等等

https://zhuanlan.zhihu.com/p/25071913

Transformer

图解Transformer（完整版）

https://blog.csdn.net/longxinchen_ml/article/details/86533005

自注意力机制（self-attention）

https://blog.csdn.net/m0_63520910/article/details/124100836

Transformer详解之Embedding、Positional Encoding层（面向初学者）

https://blog.csdn.net/qq_41018669/article/details/120341783

Positional Encoding的原理和计算

https://blog.csdn.net/weixin_44012382/article/details/113059423

VIT

ViT 论文逐段精读——B站up：跟李沐学AI讲解笔记

主要是将图片变为patch，赋予各种信息，然后当作序列信息交给tranformer处理。

https://blog.csdn.net/Snakehj/article/details/130710081?spm=1001.2101.3001.6650.17&utm_medium=distribute.pc_relevant.none-task-blog-2%7Edefault%7ECTRLIST%7ERate-17-130710081-blog-123926380.235%5Ev38%5Epc_relevant_sort_base2&depth_1-utm_source=distribute.pc_relevant.none-task-blog-2%7Edefault%7ECTRLIST%7ERate-17-130710081-blog-123926380.235%5Ev38%5Epc_relevant_sort_base2&utm_relevant_index=19

https://zhuanlan.zhihu.com/p/422144659

https://blog.csdn.net/qq_39064418/article/details/121767058?spm=1001.2101.3001.6650.6&utm_medium=distribute.pc_relevant.none-task-blog-2%7Edefault%7EBlogCommendFromBaidu%7ERate-6-121767058-blog-130710081.235%5Ev38%5Epc_relevant_sort_base2&depth_1-utm_source=distribute.pc_relevant.none-task-blog-2%7Edefault%7EBlogCommendFromBaidu%7ERate-6-121767058-blog-130710081.235%5Ev38%5Epc_relevant_sort_base2&utm_relevant_index=5

轻松理解ViT(Vision Transformer)原理及源码

https://zhuanlan.zhihu.com/p/640013974

Resvit Residual vision transformers for multi-modal medical image synthesis（TMI2022)

https://zhuanlan.zhihu.com/p/528184431

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

https://blog.csdn.net/Acmer_future_victor/article/details/125855664

https://zhuanlan.zhihu.com/p/391886528

Masked Autoencoders Are Scalable Vision LearnersMasked Autoencoders Are Scalable Vision Learners

https://blog.csdn.net/m0_61899108/article/details/121387120?spm=1001.2101.3001.6650.8&utm_medium=distribute.pc_relevant.none-task-blog-2%7Edefault%7ECTRLIST%7ERate-8-121387120-blog-122127859.235%5Ev38%5Epc_relevant_sort_base2&depth_1-utm_source=distribute.pc_relevant.none-task-blog-2%7Edefault%7ECTRLIST%7ERate-8-121387120-blog-122127859.235%5Ev38%5Epc_relevant_sort_base2&utm_relevant_index=8

https://zhuanlan.zhihu.com/p/439554945

BraTS2020数据集

https://blog.csdn.net/weixin_43953722/article/details/107521440 BraTS数据集处理详解（附代码详解）

https://blog.csdn.net/m0_46223009/article/details/128126000 Python第三方库之nibabel

https://blog.csdn.net/huangdianye/article/details/131692451 医学图像处理——读取和解读NII文件

https://blog.csdn.net/qq_44289607/article/details/123032453 nii数据的各种处理详解

Swin-Transformer网络结构详解

https://blog.csdn.net/qq_37541097/article/details/121119988?ops_request_misc=%257B%2522request%255Fid%2522%253A%2522169503541516800226512224%2522%252C%2522scm%2522%253A%252220140713.130102334…%2522%257D&request_id=169503541516800226512224&biz_id=0&utm_medium=distribute.pc_search_result.none-task-blog-2_alltop_positive~default-1-121119988-null-null.142^v94chatsearchT3_1&utm_term=swin%20transformer&spm=1018.2226.3001.4187

https://blog.csdn.net/weixin_54546190/article/details/124422937 代码讲解

Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation

https://blog.csdn.net/weixin_49627776/article/details/117305352 [深度学习论文笔记]Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation

https://zhuanlan.zhihu.com/p/384514268?ivk_sa=1024320u 代码讲解

https://blog.csdn.net/weixin_43788575/article/details/121074755 Swin-Unet：Swin Transformer在医学分割上的首次尝试

域适应（ADDA）

https://zhuanlan.zhihu.com/p/421214903

https://blog.csdn.net/dou3516/article/details/127149237

https://blog.csdn.net/qq_16488989/article/details/109645773