Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.
Python-based Advanced Numerical Nonlinear Optimization for Radiotherapy
A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]
Automated VMAT Planning [PMB'21, PMB'23]
Sample python scripts for the RayStation TPS (Treatment Planning System) for Radiotherapy
Code to generate anatomical changes observed over the course of radiotherapy treatments.
Modifies STL files representing bolus for radiation therapy. Prepares them for 3D printing
3D Slicer extension for Radiotherapy clinical re-irradiation analysis. It features : image registration of RT CT scans , Reirradiation BED/EQD2 calculations and interactive native DVH metrics directly within the Slicer GUI.
Online Radiation Therapy BED EQD2 and Reirradiation comparision schemes based on Python and Streamlit
A minimal dicom tag editor
Online Winston–Lutz QA Analyzer for SRS/SBRT based on Python, Pylinac and Streamlit
DICOM RT plan complexity analysis
🛠 Analyze and verify isocenter accuracy in radiotherapy with this web-based QA tool for Winston–Lutz analysis, generating official reports effortlessly.
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