Machine learning (ML) empowered software tools play a key role in assisting and supporting physicians in clinical procedures, diagnosis and follow-up. These tools analyze data extracted by the biomedical instruments to study diseases or effects of drugs on a large population of patients enabling precision and personalized medicine. In this paper, we present the definition and the implementation of a system based on machine learning algorithms to perform semi-automatic features annotation, question answering and data enrichment. The software prototype will is currently tested in a real clinical scenario in the University Hospital.

Validating biomedical and clinical data via an annotations based framework: experiences within the PON VQA project

Puccio B.;Lomoio U.;Giancotti R.;Tradigo G.;Guzzi P. H.;Veltri P.;Vizza P.
2023-01-01

Abstract

Machine learning (ML) empowered software tools play a key role in assisting and supporting physicians in clinical procedures, diagnosis and follow-up. These tools analyze data extracted by the biomedical instruments to study diseases or effects of drugs on a large population of patients enabling precision and personalized medicine. In this paper, we present the definition and the implementation of a system based on machine learning algorithms to perform semi-automatic features annotation, question answering and data enrichment. The software prototype will is currently tested in a real clinical scenario in the University Hospital.
2023
Artificial intelligence
features annotation
machine learning
question answering
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.12317/93015
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact