Arantza Casillas
Universidad del País Vasco
H-index: 20
Europe-Spain
Top articles of Arantza Casillas
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer | Nuria Lebeña Arantza Casillas Alicia Pérez | 2024/1/12 | |
State-of-the-Art in Language Technology and Language-centric Artificial Intelligence | Rodrigo Agerri Eneko Agirre Itziar Aldabe Nora Aranberri Jose Maria Arriola | 2023/6/7 | |
Eating disorders detection by means of deep learning | Iber-LEF (Working Notes). CEUR Workshop Proceedings | Xabier Larrayoz Nuria Lebena Arantza Casillas P Alicia | 2023 |
Representation exploration and deep learning applied to the early detection of pathological gambling risks | Working Notes of CLEF | Xabier Larrayoz Nuria Lebeña Arantza Casillas Alicia Pérez | 2023 |
Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic? | Artificial intelligence in medicine | Ander Cejudo Arantza Casillas Alicia Pérez Maite Oronoz Daniel Cobos | 2023/9/1 |
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention | International journal of medical informatics | Owen Trigueros Alberto Blanco Nuria Lebeña Arantza Casillas Alicia Pérez | 2022/1/1 |
Preliminary exploration of topic modelling representations for electronic health records coding according to the international classification of diseases in spanish | Expert Systems with Applications | Nuria Lebeña Alberto Blanco Alicia Pérez Arantza Casillas | 2022/10/15 |
Approximate nearest neighbour extraction techniques and neural networks for suicide risk prediction in the clpsych 2022 shared task | Hermenegildo Fabregat Marcos Ander Cejudo Juan Martinez-Romo Alicia Pérez Lourdes Araujo | 2022/7 | |
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish | Journal of Biomedical Informatics | Alberto Blanco Sonja Remmer Alicia Pérez Hercules Dalianis Arantza Casillas | 2022/6/1 |
Exploiting ICD Hierarchy for Classification of EHRs in Spanish through multi-task Transformers | IEEE journal of biomedical and health informatics | Alberto Blanco Alicia Pérez Arantza Casillas | 2021/9/14 |
On the contribution of per-ICD attention mechanisms to classify health records in languages with fewer resources than English | Alberto Blanco Sonja Remmer Alicia Pérez Hercules Dalianis Arantza Casillas | 2021/9 | |
Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants | Computer Methods and Programs in Biomedicine | Sara Santiso Alicia Pérez Arantza Casillas | 2021/2/1 |
Verbal autopsy: first steps towards questionnaire reduction | Ander Cejudo Owen Trigueros Alicia Pérez Arantza Casillas Daniel Cobos | 2021 | |
Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity | Computer methods and programs in biomedicine | Alberto Blanco Olatz Perez-de-Viñaspre Alicia Pérez Arantza Casillas | 2020/5/1 |
Extreme multi-label ICD classification: sensitivity to hospital service and time | IEEE Access | Alberto Blanco Alicia Perez Arantza Casillas | 2020/10/7 |
HapLap at eHealth-KD Challenge 2020. | Sergio Santana Alicia Pérez Arantza Casillas | 2020/9/23 | |
A Year of Papers Using Biomedical Texts | Cyril Grouin Natalia Grabar | 2020/8 | |
Extracting cause of death from verbal autopsy with deep learning interpretable methods | IEEE Journal of Biomedical and Health Informatics | Alberto Blanco Alicia Pérez Arantza Casillas Daniel Cobos | 2020/6/29 |
Neural negated entity recognition in Spanish electronic health records | Journal of biomedical informatics | Sara Santiso Alicia Pérez Arantza Casillas Maite Oronoz | 2020/5/1 |
Co-Authors
