Arantza Casillas
Universidad del País Vasco
H-index: 20
Europe-Spain
Top articles of Arantza Casillas
Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer
2024/1/12
Arantza Casillas
H-Index: 12
Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic?
Artificial intelligence in medicine
2023/9/1
Arantza Casillas
H-Index: 12
State-of-the-Art in Language Technology and Language-centric Artificial Intelligence
2023/6/7
Rodrigo Agerri
H-Index: 11
Eneko Agirre
H-Index: 33
Gorka Azkune
H-Index: 9
Jon Ander Campos
H-Index: 2
Arantza Casillas
H-Index: 12
Iakes Goenaga
H-Index: 8
Josu Goikoetxea
H-Index: 5
Koldo Gojenola
H-Index: 13
Mikel Iruskieta
H-Index: 10
Gorka Labaka
H-Index: 15
Eva Navas
H-Index: 14
Arantxa Otegi
H-Index: 8
German Rigau
H-Index: 24
Ander Salaberria
H-Index: 1
Jon Sanchez
H-Index: 10
Ibon Saratxaga
H-Index: 11
Aitor Soroa
H-Index: 21
Eating disorders detection by means of deep learning
Iber-LEF (Working Notes). CEUR Workshop Proceedings
2023
Arantza Casillas
H-Index: 12
Representation exploration and deep learning applied to the early detection of pathological gambling risks
Working Notes of CLEF
2023
Arantza Casillas
H-Index: 12
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish
Journal of Biomedical Informatics
2022/6/1
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention
International journal of medical informatics
2022/1/1
Alberto Blanco
H-Index: 2
Arantza Casillas
H-Index: 12
Preliminary exploration of topic modelling representations for electronic health records coding according to the international classification of diseases in spanish
Expert Systems with Applications
2022/10/15
Alberto Blanco
H-Index: 2
Arantza Casillas
H-Index: 12
Approximate nearest neighbour extraction techniques and neural networks for suicide risk prediction in the clpsych 2022 shared task
2022/7
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
H-Index: 2
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
Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants
Computer Methods and Programs in Biomedicine
2021/2/1
Arantza Casillas
H-Index: 12
Verbal autopsy: first steps towards questionnaire reduction
2021
Arantza Casillas
H-Index: 12
Extreme multi-label ICD classification: sensitivity to hospital service and time
IEEE Access
2020/10/7
Alberto Blanco
H-Index: 2
Arantza Casillas
H-Index: 12
HapLap at eHealth-KD Challenge 2020.
2020/9/23
Arantza Casillas
H-Index: 12
A Year of Papers Using Biomedical Texts
2020/8
Extracting cause of death from verbal autopsy with deep learning interpretable methods
IEEE Journal of Biomedical and Health Informatics
2020/6/29
Alberto Blanco
H-Index: 2
Arantza Casillas
H-Index: 12
Neural negated entity recognition in Spanish electronic health records
Journal of biomedical informatics
2020/5/1
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
