ababier / open-kbp
Develop dose prediction models for knowledge-based planning in radiotherapy
☆108Updated 5 months ago
Alternatives and similar repositories for open-kbp:
Users that are interested in open-kbp are comparing it to the libraries listed below
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆44Updated last week
- Automatic Radiotherapy Treatment Planning ， Knowledge-Based Planning ， Dose Prediction ， Cascade 3D Network (C3D) ，DCNN, Head and Neck ,…☆19Updated 4 years ago
- ☆17Updated 3 years ago
- Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.☆30Updated last year
- A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy☆23Updated last year
- Generative Adversarial Networks for Computationally Efficient Radiotherapy☆49Updated 2 years ago
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆22Updated last year
- The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at…☆39Updated this week
- Analysis of radiotherapy dose distributions☆31Updated 2 years ago
- Develop plan optimization models for knowledge-based planning in radiotherapy☆17Updated 3 months ago
- DICOM RT-Struct to mask☆101Updated last year
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆63Updated last year
- Data-driven particle transport algorithm for fast dose calculations.☆40Updated last year
- Automated VMAT Planning [PMB'21, PMB'23]☆17Updated last month
- DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy☆20Updated 5 years ago
- Auto-segmentation Deep Learning Toolbox for radiotherapy☆13Updated 3 years ago
- Python interface to Eclipse Scripting API☆85Updated 8 months ago
- MetaPlanner is an open source automated treatment planning method that performs meta-optimization of treatment planning hyperparameters. …☆11Updated last year
- PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversion☆49Updated 4 months ago
- Tools to help with the conversion of DICOM images, RT Structures, and dose to useful Python objects. Essentially DICOM to NumPy and Simpl…☆98Updated 4 months ago
- Import, visualize, and extract image features from CT and RT Dose DICOM files in MATLAB.☆33Updated 7 years ago
- This repository employs a deep-learning method for the automated segmentation of total metabolic tumor volume (TMTV) in whole-body [18]F-…☆19Updated last month
- A library of core radiation therapy modules for DICOM RT used by dicompyler☆152Updated 3 months ago
- A Python script to calculate dose volume histogram (DVH) from DICOM RT Structure data☆32Updated 3 years ago
- Processing Library and Analysis Toolkit for Medical Imaging in Python☆129Updated last week
- The implementation for automatically predicting dose distribution map via beam-wise dose composition learning (BDCL) method.☆16Updated 2 weeks ago
- A collapsed-cone convolution radiotherapy dose calculation algorithm☆40Updated last year
- Varian Developer Community Home Page Source☆13Updated last year
- A minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.☆229Updated last month
- A Varian Eclipse Scripting API plugin that checks DVH metrics, potential collisions, and plan/structure/dose parameters.☆48Updated 2 years ago