RiqiangGao / GDP-HMM_AAPMChallenge
The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at AAPM 2025
☆26Updated this week
Alternatives and similar repositories for GDP-HMM_AAPMChallenge:
Users that are interested in GDP-HMM_AAPMChallenge are comparing it to the libraries listed below
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆39Updated 3 months ago
- Automatic Radiotherapy Treatment Planning , Knowledge-Based Planning , Dose Prediction , Cascade 3D Network (C3D) ,DCNN, Head and Neck ,…☆17Updated 4 years ago
- Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge☆63Updated last year
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆19Updated last year
- Develop plan optimization models for knowledge-based planning in radiotherapy☆16Updated 2 months ago
- ☆17Updated 3 years ago
- Code for the paper "Analysis and comparison of cycle-consistent adversarial networks for CBCT to CT translation for adaptive radiotherapy…☆17Updated last year
- The implementation for automatically predicting dose distribution map via beam-wise dose composition learning (BDCL) method.☆14Updated 4 months ago
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆60Updated last year
- Convert CBCT images to CT like images☆33Updated 5 years ago
- A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy☆22Updated last year
- Automated VMAT Planning [PMB'21, PMB'23]☆15Updated 2 months ago
- ☆33Updated last year
- Generative Adversarial Networks for Computationally Efficient Radiotherapy☆49Updated 2 years ago
- Import, visualize, and extract image features from CT and RT Dose DICOM files in MATLAB.☆33Updated 7 years ago
- Auto-segmentation Deep Learning Toolbox for radiotherapy☆13Updated 3 years ago
- the official code of paper "DiffDP: Radiotherapy Dose Prediction via a Diffusion Model"☆9Updated last year
- Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.☆30Updated last year
- XDRT (XDR Toolkit) is a python toolkit to work with the Elekta XDR and XVI file formats.☆16Updated 8 months ago
- ☆53Updated 2 months ago
- DICOM RT-Struct to mask☆100Updated last year
- This repository collates the models for CT to MRI synthesis. MRIs have benefits over CTs: they have better soft tissue contrast and regis…☆13Updated 3 weeks ago
- ☆13Updated last year
- Develop dose prediction models for knowledge-based planning in radiotherapy☆103Updated 3 months ago
- The public brain 3D vessel datasets, include TubeTK and MIDAS.☆35Updated 3 years ago
- ISBI2022: An Improved Deep Learning Framework for MR-to-CT Image Synthesis with a New Hybrid Objective Function.☆11Updated 3 years ago
- This repository employs a deep-learning method for the automated segmentation of total metabolic tumor volume (TMTV) in whole-body [18]F-…☆16Updated this week
- ☆56Updated last year
- MetaPlanner is an open source automated treatment planning method that performs meta-optimization of treatment planning hyperparameters. …☆11Updated last year
- TMI dose prediction☆9Updated 3 years ago