A framework for validating AI in precision medicine: considerations from the European ITFoC consortium.
Rosy TsopraXose FernandezClaudio LuchinatLilia AlberghinaHans LehrachMarco VanoniFelix DreherO Ugur SezermanMarc CuggiaMarie de TayracEdvins MiklasevicsLucian Mihai ItuMarius GeantaLesley OgilvieFlorence GodeyCristian Nicolae BoldisorBoris Campillo-GimenezCosmina CioroboiuCostin Florian CiusdelSimona ComanOliver Hijano CubelosAlina ItuBodo LangeMatthieu Le GalloAlexandra LespagnolGiancarlo MauriH Okan SoykamBastien RancePaola TuranoLeonardo TenoriAlessia VignoliChristoph WierlingNora BenhabilesAnita BurgunPublished in: BMC medical informatics and decision making (2021)
The predictive performance and safety of AI technologies must be assessed in a robust, unbiased and transparent manner before their implementation in healthcare settings. We believe that the consideration of the ITFoC consortium will contribute to the safe transfer and implementation of AI in clinical settings, in the context of precision oncology and personalized care.