zeynelsamak's Stars
adalca/medical-datasets
tracking medical datasets, with a focus on medical imaging
pliang279/awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
kazuto1011/grad-cam-pytorch
PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)
kmario23/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
vahidk/EffectivePyTorch
PyTorch tutorials and best practices.
selimsef/dsb2018_topcoders
DSB2018 [ods.ai] topcoders
fahadshamshad/awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
wolny/pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
quqixun/BrainPrep
Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.
NIH-MIP/Radiology_Image_Preprocessing_for_Deep_Learning
A Quick Guide on Radiology Image Pre-processing for Deep Learning Applications in Prostate Cancer Research
ccipd/MRQy
MRQy is a quality assurance and checking tool for quantitative assessment of magnetic resonance imaging (MRI) data.
microsoft/unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
CompVis/taming-transformers
Taming Transformers for High-Resolution Image Synthesis
samb-t/unleashing-transformers
Code for the ECCV 2022 paper "Unleashing Transformers"
xxxnell/how-do-vits-work
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
282857341/nnFormer
tgisaturday/dalle-lightning
Refactoring dalle-pytorch and taming-transformers for TPU VM
JunMa11/SegLossOdyssey
A collection of loss functions for medical image segmentation
youshyee/CEP
This is the official implementation of paper Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning
asmaamirkhan/MiniSci
AI based mobile app aims to improve learning experience for children 🧚♀️🎈
jbhuang0604/awesome-tips
huggingface/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Rubics-Xuan/TransBTS
This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).
HiLab-git/CA-Net
Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
Jongchan/attention-module
Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
lucidrains/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
xinario/awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
soumith/ganhacks
starter from "How to Train a GAN?" at NIPS2016
davidbau/dissect
Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"
Project-MONAI/MONAI
AI Toolkit for Healthcare Imaging