A Virtual Patient (VP) is a computational model accounting for individualised (patho-) physiology and Pharmaco-Kinetics/Dynamics of relevant drugs. Availability of VPs is among the enabling technology for In Silico Clinical Trials. Here we shortly outline the state of the art as for VP generation and summarise our recent work on Artificial Intelligence (AI) and Statistical Model Checking based generation of VPs.
In silico clinical trials through AI and statistical model checking / Alimguzhin, V.; Mancini, T.; Massini, A.; Sinisi, S.; Tronci, E.. - 2509:(2020), pp. 17-22. (Intervento presentato al convegno 1st Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis, OVERLAY 2019 tenutosi a Rende; Italy).
In silico clinical trials through AI and statistical model checking
Alimguzhin V.;Mancini T.;Massini A.;Sinisi S.;Tronci E.
2020
Abstract
A Virtual Patient (VP) is a computational model accounting for individualised (patho-) physiology and Pharmaco-Kinetics/Dynamics of relevant drugs. Availability of VPs is among the enabling technology for In Silico Clinical Trials. Here we shortly outline the state of the art as for VP generation and summarise our recent work on Artificial Intelligence (AI) and Statistical Model Checking based generation of VPs.| File | Dimensione | Formato | |
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Alimguzhin_In-Silico_2020.pdf
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