Alberto Blanco

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 7

Top Topics

Document Classification

Medical Records

Binary Classification

Top Venues

IEEE J. Biomed. Health Informatics

Int. J. Medical Informatics

Comput. Methods Programs Biomed.

Publications

Owen Trigueros, Alberto Blanco, Nuria Lebeña, Arantza Casillas, Alicia Pérez
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention. Int. J. Medical Informatics 157 (2022)
Alberto Blanco, Alicia Pérez, Arantza Casillas, Daniel Cobos
Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. RANLP (2021)
Alberto Blanco, Alicia Pérez, Arantza Casillas
IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders. CLEF (Working Notes) (2020)
Alberto Blanco, Olatz Perez-de-Viñaspre, Alicia Pérez, Arantza Casillas
Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity. Comput. Methods Programs Biomed. 188 (2020)
Alberto Blanco, Alicia Pérez, Arantza Casillas
Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time. IEEE Access 8 (2020)
Alberto Blanco, Arantza Casillas, Alicia Pérez, Arantza Díaz de Ilarraza
Multi-label clinical document classification: Impact of label-density. Expert Syst. Appl. 138 (2019)
David J. Hamilton, William A. Sandham, Alberto Blanco
ECG compression using PCA with polynomial estimation of higher order coefficients. EUSIPCO (1998)