radiotherapy 开源项目推荐（202 个）

pymedphys /pymedphys

一个社区项目，致力于用 Python 开发面向医学物理的开源标准库。通过同行评审和开源分发，共同构建高质量、透明的软件。开放的代码意味着更好的科学。

e0404 /matRad

An open source multi-modality radiation treatment planning sytem developed by e0404 @ DKFZ

PortPy-Project /PortPy

用于癌症放射治疗规划的开源 Python 项目 [NeurIPS'26, AAPM'23]

hdclark /DICOMautomaton

A multipurpose tool for medical physics.

OpenTOPAS /OpenTOPAS

Monte Carlo tool for particle simulation

nadeemlab /Physics-ArX

基于物理的数据增强库，用于量化放射治疗中的CT和CBCT图像 [PMB'23， PMB'21， Medical Physics'21， AAPM'21]

SynthRAD2023 /preprocessing

Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge

RiqiangGao /GDP-HMM_AAPMChallenge

The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at AAPM 2025

nadeemlab /DoseRTX

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

opaserr /dota

Data-driven particle transport algorithm for fast dose calculations.

IPMI-ICNS-UKE /gdl-fire-4d

General deep learning-based fast image registration framework for clinical thoracic 4D CT data

mghro /rad-collision

Platform for collision detection during treatment planning in radiotherapy

afiosman /attention-aware-3D-UNet-for-RT-dose-prediction

Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.

hubertgabrys /DicomToolboxMatlab

Import, visualize, and extract image features from CT and RT Dose DICOM files in MATLAB.

OpenSaMD /OpenSaMD

We help you commercialise your open source medical software.

MIC-DKFZ /RTTB

Swiss army knife for radiotherapy analysis

ukaukaaaa /BeamDosePrediction

A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]

Abe404 /RootPainter3D

RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy

nadeemlab /SeqX2Y

Sequence-to-sequence image and contour prediction library for longitudinal datasets [PMB'23]

NKI-AI /xdrt

XDRT (XDR Toolkit) is a python toolkit to work with the Elekta XDR and XVI file formats.