lenalee103

Assist

This repository includes Generative AI for medical imaging, primarily focused on Brain MRI

CT_Contrast_CycleGAN

use CycleGAN to convert CT with contrast to CT without contrast

flower

Flower: A Friendly Federated Learning Framework

DPSDA

[ICLR 2024] Generating DP Synthetic Data without Training

HyperHuman

[ICLR 2024] Github Repo for "HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion"

federated_diffusion_model

Trying out diffusion training in federated learning setting.

Awesome-Diffusion-Models-in-Medical-Imaging

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

medicaldiffusion

Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis

PICASO

Official implementation of the PICASO: Permutation-Invariant Cascaded Attentional Set Operator

CLIP

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

Unpaired_MR_to_CT_Image_Synthesis

Whole-body MR to CT image mapping

openfl

An open framework for Federated Learning.

FedDif

Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Data" paper.

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

OmeSliCC

Ome(ro) SLide Image Conversion and Compression pipline (OmeSliCC)

TotalSegmentator

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

WENO

Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

DeepLearningCamelyon

DeepLearning - Camelyon16 dataset

ASAP

Program for the analysis and visualization of whole-slide images in digital pathology

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

client-py

Python SMART on FHIR client

DevDays-SDK-LetsBuild

Here are the exercises that is been used during DevDays to demo the Firely SDK

CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

advanced_import

redcap_simple_ontology_provider

REDCap external module provides simple implementation of the ontology provider mechanism.

book

Sources for the DataLad handbook

highmed-dsf

HiGHmed Data Sharing Framework funded by the German Federal Ministry of Education and Research (BMBF, grant ids: 01ZZ1802E and 01ZZ1802A)

dsf-process-tutorial

DSF Process Plugin Tutorial

simsiam-pytorch

PyTorch implementation of SimSiam

axial-deeplab

This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)