Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.
☆15May 4, 2023Updated 3 years ago
Alternatives and similar repositories for deep-learning-KBP-methods-for-rt-dose-prediction
Users that are interested in deep-learning-KBP-methods-for-rt-dose-prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TMI dose prediction☆13Jun 8, 2021Updated 5 years ago
- Automatic Radiotherapy Treatment Planning , Knowledge-Based Planning , Dose Prediction , Cascade 3D Network (C3D) ,DCNN, Head and Neck ,…☆36Dec 1, 2020Updated 5 years ago
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆29Jan 16, 2024Updated 2 years ago
- Develop plan optimization models for knowledge-based planning in radiotherapy☆25Dec 28, 2024Updated last year
- DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy☆20Feb 27, 2020Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- My 3rd place solution to the OpenKBP 2020 Competition☆13Jun 11, 2020Updated 6 years ago
- A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy☆29Jan 21, 2024Updated 2 years ago
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆52Oct 23, 2026Updated last week
- DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy☆39Apr 11, 2025Updated last year
- Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.☆36May 4, 2023Updated 3 years ago
- The implementation for automatically predicting dose distribution map via beam-wise dose composition learning (BDCL) method.☆24Apr 10, 2025Updated last year
- The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at…☆72May 19, 2026Updated 5 months ago
- Predicting radiation dose from pre-treatment patient parameters☆14Aug 20, 2019Updated 7 years ago
- A Tool for Approximating Radiotherapy Delivery via Informed Simulation (TARDIS)☆11Apr 12, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Toolkit for analysis of radiotherapy data☆13Jan 4, 2026Updated 10 months ago
- ☆25Jul 2, 2021Updated 5 years ago
- An app to calculate doses from input RTPlan file☆15Feb 6, 2017Updated 9 years ago
- Develop dose prediction models for knowledge-based planning in radiotherapy☆141Nov 21, 2024Updated last year
- The Robotic Motion Phantom application provides methods to accurately reproduce the full range and rate of patient-measured tumour motion…☆17Apr 20, 2026Updated 6 months ago
- Python 3.x port of the Eclipse ESAPI plug-in script used in the study : Predicting deliverability of volumetric-modulated arc therapy (V…☆29Oct 24, 2026Updated last week
- Swiss army knife for radiotherapy analysis☆31Aug 16, 2025Updated last year
- Implementation of the paper "Predicting gamma passing rates for portal dosimetry based IMRT QA using machine learning"☆13Mar 20, 2026Updated 7 months ago
- MedicalDataHandler: A Research-Oriented Graphical User Interface for DICOM Processing, Image Analysis, and Data Management☆14Feb 24, 2026Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Scripts for working with the TROTS (The Radiotherapy Optimisation Test Set) dataset☆12Sep 21, 2026Updated last month
- Code for our submitted paper☆10Jul 24, 2023Updated 3 years ago
- Compressed Radiation Treatment Planning [NeurIPS'24, MP'2025, PMB'23]☆18Apr 4, 2025Updated last year
- Eclipse plug-in script for calculating aperture complexity metrics☆12Oct 12, 2017Updated 9 years ago
- ☆10Nov 15, 2024Updated last year
- This is the codebase for MD-Dose: A diffusion model based on the Mamba for radiation dose prediction☆37Jun 22, 2025Updated last year
- A Python DICOM-RT Plan "Mangler" for Radiotherapy Quality Assurance☆14Jul 30, 2023Updated 3 years ago
- Medical Affairs Applied Solutions ESAPI tool to create ScoreCards and score plans; in-metric Boolean/expansion; normalize dose to max sco…☆24Oct 27, 2026Updated last week
- Auto-segmentation Deep Learning Toolbox for radiotherapy☆14Jun 3, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Analyze Dose-Volume Histograms and Check Constraints using R☆14Aug 20, 2026Updated 2 months ago
- 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
- Python-based Advanced Numerical Nonlinear Optimization for Radiotherapy☆30Aug 9, 2026Updated 2 months ago
- Simple GUI to batch create DVHs from multiple dicom-RT dose files and a single Dicom-RT contour file☆13Aug 5, 2021Updated 5 years ago
- Automated VMAT Planning [PMB'21, PMB'23]☆25Dec 31, 2025Updated 10 months ago
- Automation of Total Marrow Irradiation treatment planning☆13Aug 13, 2026Updated 2 months ago
- A nonconvex optimization approach to IMRT planning with dose-volume constraints☆15Aug 11, 2021Updated 5 years ago