yujing1997

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

ImageBind

ImageBind One Embedding Space to Bind Them All

nnUNet

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

tutorials

MONAI Tutorials

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

freesurfer

Neuroimaging analysis and visualization suite

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

timmdocs

Documentation for Ross Wightman's timm image model library

hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

napari-sam

awesome-self-supervised-multimodal-learning

[T-PAMI] A curated list of self-supervised multimodal learning resources.

transtab

NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables

awesome-self-supervised-learning-for-tabular-data

A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)

HAIM

This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publication in Nature Machine Intelligence (Soenksen LR, Ma Y, Zeng C et al. 2022).

SISH

Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering

BenchMD

ContIG

This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics

SST

Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation

RED-WGAN

CRootBox

MI-based-Regularized-Semi-supervised-Segmentation

Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"

uhn-radcure-challenge

Official repository of the 2020 UHN RADCURE challenge.

MeTra

This repository contains the code to our Paper: Medical Transformer for Multimodal Survival Prediction in Intensive Care - Integration of Image and Clinical Data

style_transfer_harmonization

Khanlab_Tutorials

HAIM

This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publication in Nature Machine Intelligence (Soenksen LR, Ma Y, Zeng C et al. 2022).