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Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
A Benchmark Dataset: Synthesized DeepLesion for CT Metal Artifact Reduction
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
《剑指 Offer》 Python, Java, C++ 解题代码，LeetBook《图解算法数据结构》配套代码仓
Official implementation of SAM-Med2D
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Deep Learning Book Chinese Translation
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06
This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
A framework for data augmentation for 2D and 3D image classification and segmentation
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
Source code and model GALD net (BMVC-2019) and Dual-Seg Net (BMVC-2019)
The codes for the work "AV-casNet: Fully Automatic Arteriole-Venule Segmentation and Differentiation in OCT Angiography"
3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation
Implementation of the DeepVesselNet deep learning network
[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
Level set segmentation with machine learning based velocity field
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Must-read papers on graph neural networks (GNN)
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)