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6-dof-robotic-motion-phantom

The Robotic Motion Phantom application provides methods to accurately reproduce the full range and rate of patient-measured tumour motion using a robotically controlled phantom to provide precise 6 DoF geometric quality assurance for advanced radiotherapy approaches.

attention-aware-3d-unet-for-rt-dose-prediction

deep-learning-dose-prediction

dicompyler-core

A library of core radiation therapy modules for DICOM RT used by dicompyler

dosediff

DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy

doselo

DOSELO (Dose Segmentation Loss Function): Dose Guidance for Radiotherapy-oriented Deep Learning Segmentation

dosertx

Domain knowledge driven 3D radiation dose prediction [PMB'22]

dvh-analytics

A DICOM Database Application for Radiation Oncology

esapiplancomplexity

fastcat

fluence_maps

Deep learning models to predict the gamma index of treatment plans based on calculated fluence maps for intensity modulated radiation therapy (IMRT).

gliomasolver

Solver for simulating tumor growth and mass effect in patient brain anatomy

maas-planscorecard

Medical Affairs Applied Solutions ESAPI tool to create ScoreCards and score plans; in-metric Boolean/expansion; normalize dose to max score

med-imagetools

Transparent and reproducible medical image processing pipelines in Python.

monai

AI Toolkit for Healthcare Imaging

open-kbp-opt

Develop plan optimization models for knowledge-based planning in radiotherapy

patrecon

Patient-specific reconstruction of volumetric computed tomography images from few-view projections via deep learning

physics-arx

Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'21, Medical Physics'21, AAPM'21]

plancomplexity

portpy

Opensource radiation treatment planning system in Python [AAPM'23]

pylinac

A TG-142 toolkit for doing routine linear accelerator quality assurance

pymedphys

A community effort to develop an open standard library for Medical Physics in Python. Building quality transparent software together via peer review and open source distribution. Open code is better science.

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pyradise

PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversion

radiomics

MATLAB programming tools for radiomics analysis

radiotherapy-dose-prediction

TMI dose prediction

rtdoseprediction

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

rtdsm

A python package to calculate radiation dose-surface maps from radiotherapy treatment plans.

sibex_source

time-series-forecasting-with-uoro-rtrl-lms-and-linear-regression

Prediction of multidimensional time-series data using a recurrent neural network (RNN) trained by real-time recurrent learning (RTRL), unbiased online recurrent optimization (UORO), least mean squares (LMS), or multivariate linear regression. The optimal hyper-parameters are selected using grid search with parallel processing.