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Automatic processing of anatomic pathology reports in the Italian language to enhance the reuse of clinical data

Contributo in Atti di convegno
Data di Pubblicazione:
2018
Abstract:
Medical reports often contain a lot of relevant information in the form of free text. To reuse these unstructured texts for biomedical research, it is important to extract structured data from them. In this work, we adapted a previously developed information extraction system to the oncology domain, to process a set of anatomic pathology reports in the Italian language. The information extraction system relies on a domain ontology, which was adapted and refined in an iterative way. The final output was evaluated by a domain expert, with promising results.
Tipologia CRIS:
4.1 Contributo in Atti di convegno
Keywords:
Information extraction; Text mining
Elenco autori:
Viani, N.; Chiudinelli, L.; Tasca, C.; Zambelli, A.; Bucalo, M.; Ghirardi, A.; Barbarini, N.; Sfreddo, E.; Sacchi, L.; Tondini, C.; Bellazzi, R.
Autori di Ateneo:
BELLAZZI RICCARDO
SACCHI LUCIA
Link alla scheda completa:
https://iris.unipv.it/handle/11571/1477660
Titolo del libro:
Studies in Health Technology and Informatics
Pubblicato in:
STUDIES IN HEALTH TECHNOLOGY AND INFORMATICS
Journal
STUDIES IN HEALTH TECHNOLOGY AND INFORMATICS
Series
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