yangsenwxy / RTDosePredictionLinks
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
☆32Updated 5 years ago
Alternatives and similar repositories for RTDosePrediction
Users that are interested in RTDosePrediction are comparing it to the libraries listed below
Sorting:
- A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy☆30Updated last year
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆49Updated last week
- ☆23Updated 4 years ago
- Develop dose prediction models for knowledge-based planning in radiotherapy☆129Updated last year
- Develop plan optimization models for knowledge-based planning in radiotherapy☆24Updated 11 months ago
- Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.☆35Updated 2 years ago
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆27Updated last year
- Automated VMAT Planning [PMB'21, PMB'23]☆23Updated 9 months ago
- Auto-segmentation Deep Learning Toolbox for radiotherapy☆14Updated 4 years ago
- The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at…☆62Updated 2 weeks ago
- Analysis of radiotherapy dose distributions☆32Updated 2 years ago
- Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.☆15Updated 2 years ago
- A Tool for Approximating Radiotherapy Delivery via Informed Simulation (TARDIS)☆11Updated 4 years ago
- DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy☆20Updated 5 years ago
- Python interface to Eclipse Scripting API☆94Updated 4 months ago
- Generative Adversarial Networks for Computationally Efficient Radiotherapy☆52Updated 3 years ago
- Tools to help with the conversion of DICOM images, RT Structures, and dose to useful Python objects. Essentially DICOM to NumPy and Simpl…☆105Updated last year
- Medical Affairs Applied Solutions ESAPI plugin tools to aid in the creation of structure patterns (spheres) or irregular stuctures (strai…☆16Updated 2 weeks ago
- Python 3.x port of the Eclipse ESAPI plug-in script used in the study : Predicting deliverability of volumetric-modulated arc therapy (V…☆26Updated 2 years ago
- Opensource Python project for cancer radiation treatment planning [AAPM'23]☆164Updated last month
- Automated log-file analysis for Varian linacs (TrueBeam, Halcyon, Edge)☆25Updated last month
- A Python script to calculate dose volume histogram (DVH) from DICOM RT Structure data☆34Updated 3 years ago
- A collapsed-cone convolution radiotherapy dose calculation algorithm☆44Updated last week
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆69Updated 2 years ago
- Compressed Radiation Treatment Planning [NeurIPS'24, MP'2025, PMB'23]☆15Updated 8 months ago
- MetaPlanner is an open source automated treatment planning method that performs meta-optimization of treatment planning hyperparameters. …☆13Updated 2 years ago
- A Varian Eclipse Scripting API plugin that checks DVH metrics, potential collisions, and plan/structure/dose parameters.☆51Updated 2 years ago
- 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☆14Updated 3 weeks ago
- ESAPI code used for VMAT TBI autoplanning☆23Updated last year