activity
20162023
most citedAn Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model

15 citations · 36 across the 11 of their papers we have counts for

collaborators
Showing physics.med-phShow all

2 papers · 1 filter

physics.med-ph2023★ 7 cited

Integrating microdosimetric in vitro RBE models for particle therapy into TOPAS MC using the MicrOdosimetry-based modeling for RBE Assessment (MONAS) tool

Giorgio Cartechini, Marta Missiaggia, Emanuele Scifoni +2

We present MONAS (MicrOdosimetry-based modelliNg for relative biological effectiveness (RBE) ASsessment) toolkit. MONAS is a TOPAS Monte Carlo extension, that combines simulations…

physics.med-ph2023★ 15 cited

An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model

Francesco G. Cordoni, Marta Missiaggia, Emanuele Scifoni +1

The present work develops ANAKIN: an Artificial iNtelligence bAsed model for (radiation induced) cell KIlliNg prediction. ANAKIN is trained and tested over 513 cell survival experi…