Unstructured clinical notes contain a huge amount of information. We investigated the possibility of harvesting such information through an NLP-based approach. A manually curated ontology is the only resource required to handle all the steps of the process leading from clinical narrative to a structured data warehouse (i2b2). We have tested our approach at the Papa Giovanni XXIII hospital in Bergamo (Italy) on pathology reports collected since 2008.

Chiudinelli, L., Gabetta, M., Centorrino, G., Viani, N., Tasca, C., Zambelli, A., et al. (2019). Ontology-driven real world evidence extraction from clinical narratives. In MEDINFO 2019: Health and Wellbeing e-Networks for All (pp.1441-1442). IOS PRESS [10.3233/SHTI190474].

Ontology-driven real world evidence extraction from clinical narratives

Zambelli A.;
2019

Abstract

Unstructured clinical notes contain a huge amount of information. We investigated the possibility of harvesting such information through an NLP-based approach. A manually curated ontology is the only resource required to handle all the steps of the process leading from clinical narrative to a structured data warehouse (i2b2). We have tested our approach at the Papa Giovanni XXIII hospital in Bergamo (Italy) on pathology reports collected since 2008.
paper
Biomedical Ontologies; Data Warehousing; Natural Language Processing;
English
17th World Congress on Medical and Health Informatics, MEDINFO 2019 - 25 August 2019 - 30 August 2019
2019
MEDINFO 2019: Health and Wellbeing e-Networks for All
9781643680026
2019
264
1441
1442
none
Chiudinelli, L., Gabetta, M., Centorrino, G., Viani, N., Tasca, C., Zambelli, A., et al. (2019). Ontology-driven real world evidence extraction from clinical narratives. In MEDINFO 2019: Health and Wellbeing e-Networks for All (pp.1441-1442). IOS PRESS [10.3233/SHTI190474].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/560268
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