Medina Herrera, Salvador (Universitat Politècnica de Catalunya, 2015-05-29)
Master thesis (pre-Bologna period)
Open AccessEste proyecto tiene por objetivo presentar y analizar las bases de una posible solución al problema anteriormente planteado. Estudiaremos la aplicación técnicas de Machine Learning, en particular de diferentes modelos ...
Medina Herrera, Salvador (Universitat Politècnica de Catalunya, 2017-01-25)
Open AccessIn this work, we propose a bootstrapping strategy so as to enrich anonymization models for Catalan medical reports taking profit of huge sets of unlabeled documents.
Medina Herrera, Salvador; Turmo Borras, Jorge (2018)
Open AccessElectronic Health Records (EHR) are an important resource for the research and study of diseases, treatments and symptoms. However, due to data protection laws, information that could potentially compromise privacy must ...
Medina Herrera, Salvador; Turmo Borras, Jorge (CEUR-WS.org, 2018)
Open AccessThis paper describes the approach presented by the TALP team for Task 3 of TASS-2018: a convolutional neural network to jointly deal with classification of key-phrases and relationships in eHealth documents written in ...
Medina Herrera, Salvador; Turmo Borras, Jorge; Loharja, Henry; Padró, Lluís (2018)
Open AccessThis paper describes the disability detection model approaches presented by UPC’s TALP 3 team for the DIANN 2018 shared task. The best of those approaches was ranked in 3rd place for exact-matching of disability detection. ...
Talp-UPC at eHealth-KD challenge 2019: A joint model with contextual embeddings for clinical information extraction Medina Herrera, Salvador; Turmo Borras, Jorge (CEUR-WS.org, 2019)
Open AccessMost eHealth entity recognition and relation extraction models tackle the identification of entities and relations with independent specialized models. In this article, we show how a single combined model can exploit the ...