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Hongdong Liu's Projects

patrecon icon patrecon

Patient-specific reconstruction of volumetric computed tomography images from few-view projections via deep learning

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

pix2pix-pytorch icon pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pixel2style2pixel icon pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

postdoc_tools icon postdoc_tools

Contains Image, r/w MetaImage (MHD,ITK) and r/w AVSField (.xdr) images. Tools for proton treatment analysis in Gate.

predaq icon predaq

Implementation of the paper "Predicting gamma passing rates for portal dosimetry based IMRT QA using machine learning"

pyesapi icon pyesapi

Python interface to Eclipse Scripting API

pylinac icon pylinac

A TG-142 toolkit for doing routine linear accelerator quality assurance

pytg43 icon pytg43

:droplet: Brachytherapy dose point calculations using the 2D TG-43 formalism

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-3dunet icon pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytrip icon pytrip

Python bindings for TRiP98, radiotherapy treatment planning with ions.

qatrackplus icon qatrackplus

QATrack+ is an open source program for managing the quality control program of radiotherapy and diagnostic imaging clinics.

radiation-dose icon radiation-dose

Predicting radiation dose from pre-treatment patient parameters

raytracedicom icon raytracedicom

Sub-second pencil beam dose calculation on GPU for adaptive proton therapy

rddcnn icon rddcnn

A robust deformed CNN for image denoising (CAAI Transactions on Intelligence Technology,2022)

resvit icon resvit

Official Implementation of Residual Vision Transformers for Medical Image Synthesis

rl-brachyenv icon rl-brachyenv

RL Prj: Treatment Planning in Brachytherapy via Reinforcement Learning

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