Argitalpenak

Nor?
Alberto Blanco

This author has 11 publications.

[Argitalpen guztiak bibtex]

1

Alberto Blanco (2022)

Extreme multi-label deep neural classification of Spanish health records according to the International Classification of Diseases

Thesis

[bibtex]

Kongresuaren balorazioa:
2

Nuria Lebeña, Alberto Blanco, Alicia Pérez, Arantza Casillas (2022)

Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish

Expert Systems with Applications

https://doi.org/10.1016/j.eswa.2022.117303

[bibtex]

Kongresuaren balorazioa:
3

Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas (2022)

Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish

Journal of Biomedical Informatics

https://doi.org/10.1016/j.jbi.2022.104050

[bibtex]

Kongresuaren balorazioa:
4

Alberto Blanco, Alicia Pérez, Arantza Casillas (2022)

Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers

IEEE Journal of Biomedical and Health Informatics

https://doi.org/10.1109/JBHI.2021.3112130

[bibtex]

Kongresuaren balorazioa:
5

Owen Trigueros, Alberto Blanco, Nuria Lebeña, Arantza Casillas, Alicia Pérez (2022)

Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention

International Journal of Medical Informatics

https://doi.org/10.1016/j.ijmedinf.2021.104615

[bibtex]

Kongresuaren balorazioa:
6

Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas (2021)

On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages With Fewer Resources than English

Proceedings of the International Conference on Recent Advances in Natural Language Processing, RANLP 2021, Varna, Bulgaria, September 1-3, 2021. Deep Learning for Natural Language Processing Methods and Applications.

https://ranlp.org/ranlp2021/proceedings-20Sep.pdf

[bibtex]

Kongresuaren balorazioa:
Bestelakoak
7

Alberto Blanco, Alicia Pérez, Arantza Casillas (2020)

Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders

CEUR Workshop Proceedings, Vol 2696 - Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum

http://ceur-ws.org/Vol-2696/paper_165.pdf

[bibtex]

Kongresuaren balorazioa:
SCIE clase 2
8

Alberto Blanco, Alicia Pérez, Arantza Casillas (2020)

Extreme multi-label ICD classification: sensitivity to hospital service and time

IEEE Access, Volume 8, 183534-183545

http://doi.org/10.1109/ACCESS.2020.3029429

[bibtex]

Kongresuaren balorazioa:
9

Alberto Blanco, Alicia Pérez, Arantza Casillas, Daniel Cobos (2020)

Extracting Cause of Death from Verbal Autopsy with Deep Learning interpretable methods

IEEE Journal of Biomedical and Health Informatics

http://doi.org/10.1109/JBHI.2020.3005769

[bibtex]

Kongresuaren balorazioa:
10

Alberto Blanco, Olatz Perez de Viñaspre, Alicia Pérez, Arantza Casillas (2020)

Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity

Computer Methods and Programs in Biomedicine, Volume 188, 105264

https://doi.org/10.1016/j.cmpb.2019.105264

[bibtex]

Kongresuaren balorazioa:
11

Alberto Blanco, Arantza Casillas, Alicia Pérez, Arantza Diaz de Ilarraza (2019)

Multi-label clinical document classification: Impact of label-density

Expert Systems with Applications, Volume 138, 112835

https://doi.org/10.1016/j.eswa.2019.112835

[bibtex]

Kongresuaren balorazioa:

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Alberto Blanco

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Argitalpenak

Alberto Blanco