yangsenwxy / 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
☆17Updated 4 years ago
Alternatives and similar repositories for RTDosePrediction:
Users that are interested in RTDosePrediction are comparing it to the libraries listed below
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆39Updated 2 months ago
- ☆17Updated 3 years ago
- A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy☆22Updated 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
- Develop plan optimization models for knowledge-based planning in radiotherapy☆16Updated last month
- The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at…☆22Updated this week
- Develop dose prediction models for knowledge-based planning in radiotherapy☆102Updated 3 months ago
- Analysis of radiotherapy dose distributions☆30Updated last year
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆19Updated last year
- Auto-segmentation Deep Learning Toolbox for radiotherapy☆13Updated 3 years ago
- Generative Adversarial Networks for Computationally Efficient Radiotherapy☆49Updated 2 years ago
- Automated VMAT Planning [PMB'21, PMB'23]☆15Updated 2 months ago
- Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.☆11Updated last year
- DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy☆18Updated 4 years ago
- Python 3.x port of the Eclipse ESAPI plug-in script used in the study : Predicting deliverability of volumetric-modulated arc therapy (V…☆24Updated last year
- 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.☆13Updated 3 months ago
- My 3rd place solution to the OpenKBP 2020 Competition☆12Updated 4 years ago
- A Python script to calculate dose volume histogram (DVH) from DICOM RT Structure data☆32Updated 2 years 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
- A collapsed-cone convolution radiotherapy dose calculation algorithm☆40Updated last year
- Automation of Total Marrow Irradiation treatment planning☆9Updated 2 months ago
- VMAT modulation complexity index calculator based on https://github.com/victorgabr/ApertureComplexity☆14Updated 3 years ago
- Automated log-file analysis for Varian linacs (TrueBeam, Halcyon, Edge)☆21Updated this week
- Import, visualize, and extract image features from CT and RT Dose DICOM files in MATLAB.☆33Updated 7 years ago
- ESAPI code used for VMAT TBI and VMAT CSI autoplanning☆12Updated 4 months ago
- MetaPlanner is an open source automated treatment planning method that performs meta-optimization of treatment planning hyperparameters. …☆11Updated last year
- the official code of paper "DiffDP: Radiotherapy Dose Prediction via a Diffusion Model"☆9Updated last year