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resvit

Official Implementation of Residual Vision Transformers for Medical Image Synthesis

rl-brachyenv

RL Prj: Treatment Planning in Brachytherapy via Reinforcement Learning

rt-dtools

Radiotherapy Dose Tools

rtdoseprediction

Automatic Radiotherapy Treatment Planning ， Knowledge-Based Planning ， Dose Prediction ， Cascade 3D Network (C3D) ，DCNN, Head and Neck , 1st Place Solution to the AAPM OpenKBP challenge

salmon---3d-medical-images-segmentation

Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.

sc-cyclegan

The implementation of the paper "Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN" in MICCAI - DLMIA 2018

scatternet-keras

segmentation_rt

Auto-segmentation Deep Learning Toolbox for radiotherapy

self-attention-gan

sepnet

Code for Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss.

slicerrt

Open-source toolkit for radiation therapy research, an extension of 3D Slicer. Features include DICOM-RT import/export, dose volume histogram, dose accumulation, external beam planning (TPS), structure comparison and morphology, isodose line/surface generation, etc.

sota-medseg

SOTA medical image segmentation methods based on various challenges

stable-diffusion

A latent text-to-image diffusion model

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

stylegan

StyleGAN - Official TensorFlow Implementation

stylegan2

StyleGAN2 - Official TensorFlow Implementation

styleswin

StyleSwin: Transformer-based GAN for High-resolution Image Generation

swin-transformer

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

syndiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

targan

TarGAN - Official PyTorch Implementation (MICCAI 2021)

tats

Official PyTorch implementation of TATS: A Long Video Generation Framework with Time-Agnostic VQGAN and Time-Sensitive Transformer (ECCV 2022)

thesis_cbct_seg_code

tpu

Reference models and tools for Cloud TPUs.

transbts

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/pdf/2103.04430.pdf) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).

transgan

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

transgan-1

This is a re-implementation of TransGAN: Two Pure Transformers Can Make One Strong GAN (CVPR 2021) in PyTorch.

transgan-pytorch

[WIP] PyTorch implementation of the TransGAN paper

tusimple-duc

Understanding Convolution for Semantic Segmentation

tutorials

MONAI Tutorials

uncerguidedi2i

Uncertainty Guided Progressive GANs for Medical Image Translation