ababier / open-kbpLinks
Develop dose prediction models for knowledge-based planning in radiotherapy
☆114Updated 7 months ago
Alternatives and similar repositories for open-kbp
Users that are interested in open-kbp are comparing it to the libraries listed below
Sorting:
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆46Updated last week
- Automatic Radiotherapy Treatment Planning ， Knowledge-Based Planning ， Dose Prediction ， Cascade 3D Network (C3D) ，DCNN, Head and Neck ,…☆22Updated 4 years ago
- ☆18Updated 3 years ago
- A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy☆24Updated last year
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆24Updated last year
- Python interface to Eclipse Scripting API☆87Updated 10 months ago
- Develop plan optimization models for knowledge-based planning in radiotherapy☆18Updated 5 months ago
- Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.☆32Updated 2 years ago
- Analysis of radiotherapy dose distributions☆32Updated 2 years ago
- Generative Adversarial Networks for Computationally Efficient Radiotherapy☆49Updated 2 years ago
- The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at…☆45Updated 2 weeks ago
- MetaPlanner is an open source automated treatment planning method that performs meta-optimization of treatment planning hyperparameters. …☆13Updated last year
- Automated VMAT Planning [PMB'21, PMB'23]☆18Updated 3 months ago
- A library of core radiation therapy modules for DICOM RT used by dicompyler☆155Updated 5 months ago
- A Python script to calculate dose volume histogram (DVH) from DICOM RT Structure data☆33Updated 3 years ago
- Data-driven particle transport algorithm for fast dose calculations.☆41Updated last year
- A collapsed-cone convolution radiotherapy dose calculation algorithm☆42Updated last year
- The implementation for automatically predicting dose distribution map via beam-wise dose composition learning (BDCL) method.☆19Updated 2 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…☆99Updated 6 months ago
- Compressed Radiation Treatment Planning [NeurIPS'24, MP'2025, PMB'23]☆13Updated 2 months ago
- PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversion☆49Updated last week
- This repository employs a deep-learning method for the automated segmentation of total metabolic tumor volume (TMTV) in whole-body [18]F-…☆23Updated 3 months ago
- Opensource Python project for cancer radiation treatment planning [AAPM'23]☆147Updated 3 weeks ago
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆63Updated 2 years ago
- Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.☆121Updated 3 years ago
- Processing Library and Analysis Toolkit for Medical Imaging in Python☆132Updated 2 weeks ago
- DICOM RT-Struct to mask☆101Updated last year
- Python scripts for RayStation treatment planning system☆30Updated 2 weeks ago
- DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy☆20Updated 5 years ago
- A Varian Eclipse Scripting API plugin that checks DVH metrics, potential collisions, and plan/structure/dose parameters.☆49Updated 2 years ago