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followers: 5.0 following: 12.0 repos: 171.0 gists: 0.0

Name: Hongdong Liu

Type: User

Company: Sun Yat-sen University Cancer Center

Bio: Medical physicist

Location: Guangzhou, Guangdong province

Hongdong Liu's Projects

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

esapix

Extension library for the Varian Eclipse Scripting API

escc_ml

Deep-learning Radiomics for Classification Modelling

gan-for-synthesizing-ct-from-t2-weighted-mri-data-towards-mr-guided-radiation-treatment

In medical domain cross modality image synthesis suffers from multiple issues such as context-misalignment, image distortion, image blurriness, and loss of details. The fundamental objective behind this study is to address these issues in estimating synthetic Computed tomography (sCT) scans from T2-weighted Magnetic Resonance Imaging (MRI) scans in order to achieve MRI-guided Radiation Treatment (RT).

gan-mri

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

gancer

Generative Adversarial Networks for Computationally Efficient Radiotherapy

gans

CycleGAN Tensorflow 2 Codes for CBCT -> CT image translation

gansformer

Generative Adversarial Transformers

gitclonetest

test the git clone from remote repository

hat-net

Vision Transformers with Hierarchical Attention

hneg_src

Official Pytorch implementation of "Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks" (CVPR 2022)

icw-fmri-gan

An improved conditional wasserstein generative adversarial network (ICW-GAN) that is trained to generate synthetic fMRI data samples.

image2imagebrainmri

Unpaired Image Translation for converting Brain MRI from Type T1 to T2 and vice-versa using CycleGAN

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

instaformer

Official repository for InstaFormer: Instance-aware Image-to-Image Translation with Transformer (CVPR 2022)

instagan

InstaGAN: Instance-aware Image Translation (ICLR 2019)

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

learngit

learn git from Liao Haifeng web

medicaldiffusion

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

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

monai

AI Toolkit for Healthcare Imaging

moquimc

MOnte carlo code for QUIck proton dose calculation

mr-gan

Official PyTorch implementation of Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation (ICLR 2019)

mri-to-ct-dcnn-tensorflow

This repository is the implementations of the paper "MR-based Synthetic CT Generation using Deep Convolutional Neural Network Method," Medical Physics 2017.

mri-to-ct-using-gan

This repository is implementation of MRI-only brain radiotherapy: assessing the dosimetric accuracy of synthetic CT images generated using a deep learning approach

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