Alberto Blanco - researchr alias

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Viewing Publication 1 - 9 from 9

2022

Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task TransformersAlberto Blanco, Alicia Pérez, Arantza Casillas. titb, 26(3):1374-1383, 2022. [doi]

Explainable ICD multi-label classification of EHRs in Spanish with convolutional attentionOwen Trigueros, Alberto Blanco, Nuria Lebeña, Arantza Casillas, Alicia Pérez. ijmi, 157:104615, 2022. [doi]

2021

Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable MethodsAlberto Blanco, Alicia Pérez, Arantza Casillas, Daniel Cobos. titb, 25(4):1315-1325, 2021. [doi]

On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than EnglishAlberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas. ranlp 2021: 165-172 [doi]

2020

Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and TimeAlberto Blanco, Alicia Pérez, Arantza Casillas. access, 8:183534-183545, 2020. [doi]

Boosting ICD multi-label classification of health records with contextual embeddings and label-granularityAlberto Blanco, Olatz Perez-de-Viñaspre, Alicia Pérez, Arantza Casillas. cmpb, 188:105264, 2020. [doi]

IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match CodersAlberto Blanco, Alicia Pérez, Arantza Casillas. clef 2020: [doi]

2019

Multi-label clinical document classification: Impact of label-densityAlberto Blanco, Arantza Casillas, Alicia Pérez, Arantza Díaz de Ilarraza. eswa, 138, 2019. [doi]

1998

ECG compression using PCA with polynomial estimation of higher order coefficientsDavid J. Hamilton, William A. Sandham, Alberto Blanco. eusipco 1998: 1-5 [doi]

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