Alberto Blanco

About Alberto Blanco

Alberto Blanco, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Universidad del País Vasco, specializes in the field of deep learning, natural language processing, text classification, multi-label classification, ICD classification.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Exploiting ICD Hierarchy for Classification of EHRs in Spanish through multi-task Transformers

On the contribution of per-ICD attention mechanisms to classify health records in languages with fewer resources than English

Extracting cause of death from verbal autopsy with deep learning interpretable methods

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

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

Alberto Blanco Information

University

Position

___

Citations(all)

125

Citations(since 2020)

125

Cited By

10

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Alberto Blanco Skills & Research Interests

deep learning

natural language processing

text classification

multi-label classification

ICD classification

Top articles of Alberto Blanco

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

International journal of medical informatics

2022/1/1

Alberto Blanco
Alberto Blanco

H-Index: 2

Arantza Casillas
Arantza Casillas

H-Index: 12

Exploiting ICD Hierarchy for Classification of EHRs in Spanish through multi-task Transformers

IEEE journal of biomedical and health informatics

2021/9/14

Alberto Blanco
Alberto Blanco

H-Index: 2

Arantza Casillas
Arantza Casillas

H-Index: 12

On the contribution of per-ICD attention mechanisms to classify health records in languages with fewer resources than English

2021/9

Extracting cause of death from verbal autopsy with deep learning interpretable methods

IEEE Journal of Biomedical and Health Informatics

2020/6/29

Alberto Blanco
Alberto Blanco

H-Index: 2

Arantza Casillas
Arantza Casillas

H-Index: 12

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

Computer methods and programs in biomedicine

2020/5/1

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

IEEE Access

2020/10/7

Alberto Blanco
Alberto Blanco

H-Index: 2

Arantza Casillas
Arantza Casillas

H-Index: 12

See List of Professors in Alberto Blanco University(Universidad del País Vasco)

Co-Authors

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