| Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity A Blanco, O Perez-de-Viñaspre, A Pérez, A Casillas Computer methods and programs in biomedicine 188, 105264, 2020 | 38 | 2020 |
| Multi-label clinical document classification: Impact of label-density A Blanco, A Casillas, A Perez, AD de Ilarraza Expert Systems with Applications 138, 112835, 2019 | 31 | 2019 |
| Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention O Trigueros, A Blanco, N Lebeña, A Casillas, A Pérez International journal of medical informatics 157, 104615, 2022 | 22 | 2022 |
| Extracting cause of death from verbal autopsy with deep learning interpretable methods A Blanco, A Pérez, A Casillas, D Cobos IEEE Journal of Biomedical and Health Informatics 25 (4), 1315-1325, 2020 | 17 | 2020 |
| Exploiting ICD Hierarchy for Classification of EHRs in Spanish through multi-task Transformers A Blanco, A Pérez, A Casillas IEEE journal of biomedical and health informatics 26 (3), 1374-1383, 2021 | 9 | 2021 |
| Extreme multi-label ICD classification: sensitivity to hospital service and time A Blanco, A Perez, A Casillas IEEE Access 8, 183534-183545, 2020 | 8 | 2020 |
| IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders. A Blanco, A Pérez, A Casillas CLEF (Working Notes), 2020 | 7 | 2020 |
| On the contribution of per-ICD attention mechanisms to classify health records in languages with fewer resources than English A Blanco, S Remmer, A Pérez, H Dalianis, A Casillas Proceedings of the International Conference on Recent Advances in Natural …, 2021 | 3 | 2021 |
Arantza CasillasUPV-EHUVerified email at ehu.eus
