Transfer learning applied to text classification in Spanish radiological reports

no code implementations • LREC 2020 • Pilar L{\'o}pez {\'U}beda, Manuel Carlos D{\'\i}az-Galiano, L. Alfonso Urena Lopez, Maite Martin, Teodoro Mart{\'\i}n-Noguerol, Antonio Luna

In this study we show a system using specific radiology clinic codes.

General Classification text-classification +2

Using Snomed to recognize and index chemical and drug mentions.

no code implementations • WS 2019 • Pilar L{\'o}pez {\'U}beda, Manuel Carlos D{\'\i}az Galiano, L. Alfonso Urena Lopez, Maite Martin

In this paper we describe a new named entity extraction system.

BIG-bench Machine Learning Entity Extraction using GAN

Detecting Anorexia in Spanish Tweets

no code implementations • RANLP 2019 • Pilar L{\'o}pez {\'U}beda, Flor Miriam Plaza del Arco, Manuel Carlos D{\'\i}az Galiano, L. Alfonso Urena Lopez, Maite Martin

In order to validate the effectiveness of the SAD corpus, we also propose several machine learning approaches for automatically detecting anorexia symptoms in the corpus.

Anorexia Detection

Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media

no code implementations • WS 2019 • Pilar L{\'o}pez {\'U}beda, Manuel Carlos D{\'\i}az Galiano, Maite Martin, L. Alfonso Urena Lopez

Over time the use of social networks is becoming very popular platforms for sharing health related information.

BIG-bench Machine Learning