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
☆33Dec 1, 2020Updated 5 years ago
Alternatives and similar repositories for RTDosePrediction
Users that are interested in RTDosePrediction are comparing it to the libraries listed below
Sorting:
- Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.☆15May 4, 2023Updated 2 years ago
- Develop dose prediction models for knowledge-based planning in radiotherapy☆133Nov 21, 2024Updated last year
- A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy☆30Jan 21, 2024Updated 2 years ago
- Toolkit for analysis of radiotherapy data☆13Jan 4, 2026Updated 2 months ago
- Develop plan optimization models for knowledge-based planning in radiotherapy☆23Dec 28, 2024Updated last year
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆51Feb 11, 2026Updated 3 weeks ago
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆28Jan 16, 2024Updated 2 years ago
- Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.☆35May 4, 2023Updated 2 years ago
- The implementation for automatically predicting dose distribution map via beam-wise dose composition learning (BDCL) method.☆23Apr 10, 2025Updated 10 months ago
- DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy☆33Apr 11, 2025Updated 10 months ago
- A Tool for Approximating Radiotherapy Delivery via Informed Simulation (TARDIS)☆11Apr 12, 2021Updated 4 years ago
- Convert numpy mask to dicom rtstruct☆13Feb 28, 2023Updated 3 years ago
- Platform for collision detection during treatment planning in radiotherapy☆36Jan 25, 2026Updated last month
- A Python DICOM-RT Plan "Mangler" for Radiotherapy Quality Assurance☆14Jul 30, 2023Updated 2 years ago
- Automation of Total Marrow Irradiation treatment planning☆12Nov 5, 2025Updated 3 months ago
- ESAPI code used for VMAT TBI and VMAT CSI autoplanning☆15Dec 1, 2025Updated 3 months ago
- nifti-formatted image/labels are converted to dicom☆12Feb 27, 2025Updated last year
- A Matlab based toolkit with GUI for quantitative analysis of Quality Assurance tests for Medical Linear Accelerators in Radiation Therapy…☆12Feb 1, 2021Updated 5 years ago
- The Robotic Motion Phantom application provides methods to accurately reproduce the full range and rate of patient-measured tumour motion…☆16Oct 12, 2025Updated 4 months ago
- Predicting radiation dose from pre-treatment patient parameters☆14Aug 20, 2019Updated 6 years ago
- Data-driven particle transport algorithm for fast dose calculations.☆42Mar 4, 2024Updated 2 years ago
- Automated log-file analysis for Varian linacs (TrueBeam, Halcyon, Edge)☆33Feb 2, 2026Updated last month
- Opensource Python project for cancer radiation treatment planning [AAPM'23]☆172Feb 13, 2026Updated 2 weeks ago
- ESAPI Plan QA in Eclipse☆11Mar 23, 2020Updated 5 years ago
- VMAT modulation complexity index calculator based on https://github.com/victorgabr/ApertureComplexity☆17Dec 22, 2021Updated 4 years ago
- The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at…☆66Dec 5, 2025Updated 2 months ago
- Generative Adversarial Networks for Computationally Efficient Radiotherapy☆52Dec 8, 2022Updated 3 years ago
- DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy☆20Feb 27, 2020Updated 6 years ago
- Medical Affairs Applied Solutions ESAPI tool to create ScoreCards and score plans; in-metric Boolean/expansion; normalize dose to max sco…☆22Dec 31, 2025Updated 2 months ago
- A list of open-source software tailored for the Medical Physics domain☆99Jan 30, 2026Updated last month
- Image translation by CNNs trained on unpaired data☆26Mar 14, 2021Updated 4 years ago
- Public code repository to reproduce our MICCAI 2022 paper: "Automatic identification of segmentation errors for radiotherapy using geomet…☆11Dec 8, 2022Updated 3 years ago
- Implementation of the paper "Predicting gamma passing rates for portal dosimetry based IMRT QA using machine learning"☆12Oct 8, 2021Updated 4 years ago
- A general Radiotherapy profile and depth dose analysis tool☆12May 29, 2024Updated last year
- An open brain MRI dataset and baseline evaluations for tumor recurrence prediction☆11Apr 29, 2024Updated last year
- Scripts developed by Leonard Wee for the Raystation v5 Treatment Planning System☆10Sep 8, 2016Updated 9 years ago
- A python package to calculate radiation dose-surface maps from radiotherapy treatment plans.☆21Jun 13, 2023Updated 2 years ago
- RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy☆24Jun 5, 2024Updated last year
- Water tank profile to treatment planning system comparison tool☆11Dec 4, 2023Updated 2 years ago