2 papers
physics.bio-ph2026
One scale to rule them all: interpretable multi-scale Deep Learning for predicting cell survival after proton and carbon ion irradiation
Giulio Bordieri, Giorgio Cartechini, Anna Bianchi +4
The relationship between the physical characteristics of the radiation field and biological damage is central to both radiotherapy and radioprotection, yet the link between spatial…
physics.med-ph2025
Machine Learning-based beam delivery time model for Mevion 250i with Hyperscan technology
Giorgio Cartechini, Francesco Giuseppe Cordoni, Mirko Unipan +1
Purpose: Accurate prediction of beam delivery time (BDT) is essential for operational efficiency, 4D dose calculations, and advanced proton therapy techniques. Despite its importan…