kangluoyao's Stars
Transconnectome/ABCD-3DCNN
pengzhiliang/MAE-pytorch
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
YtongXie/UniMiSS-code
[ECCV2022] Official pytorch implementation of UniMiSS
ge-xing/HybridMIM
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation
ossu/computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
chenz53/MIM-Med3D
A repo for Masked Image Modeling for 3D Medical Images
MIC-DKFZ/MedNeXt
MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation (MICCAI 2023).
google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
zhijing-jin/nlp-phd-global-equality
A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP
282857341/nnFormer
Tencent/MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
JunMa11/MICCAI-OpenSourcePapers
MICCAI 2019-2023 Open Source Papers
Project-MONAI/research-contributions
Implementations of recent research prototypes/demonstrations using MONAI.
extreme-assistant/CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理
haifangong/VQAMix
[IEEE TMI'22] VQAMix: Conditional Triplet Mixup for Medical Visual Question Answering
tuantle/regression-losses-pytorch
Experimenting with different regression losses. Implemented in Pytorch.
KMnP/vpt
❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119
Amshaker/unetr_plus_plus
[IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation
junyuchen245/ViT-V-Net_for_3D_Image_Registration_Pytorch
Vision Transformer for 3D medical image registration (Pytorch).
lucidrains/feedback-transformer-pytorch
Implementation of Feedback Transformer in Pytorch
Washington-University/HCPpipelines
Processing pipelines for the HCP
ZucksLiu/LSSL
Longitudinal Self-Supervised Learning
YanchaoYang/FDA
Fourier Domain Adaptation for Semantic Segmentation
lhaof/ASA
Attentive Symmetric Autoencoder for Brain MRI Segmentation-MICCAI 2022
ternaus/TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
mrgloom/awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
isl-org/DPT
Dense Prediction Transformers
HiLab-git/SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
milesial/Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
ai-med/DAFT
Dynamic Affine Feature Map Transform