pyanno4rt
Python-based advanced numerical nonlinear optimization for radiotherapy (pyanno4rt) module.
pyanno4rt is a Python package for conventional and outcome prediction model-based inverse photon and proton treatment plan optimization, including radiobiological and machine learning (ML) models for tumor control probability (TCP) and normal tissue complication probability (NTCP).
This module aims to provide methods and classes for the import of patient data from different sources, the individual configuration and management of treatment plan instances, multi-objective treatment plan optimization, data-driven outcome prediction model handling, evaluation, and visualization.
It also features an easy-to-use and clear graphical user interface.