| ICD-10 coding of Spanish electronic discharge summaries: An extreme classification problem M Almagro, RM Unanue, V Fresno, S Montalvo IEEE Access 8, 100073-100083, 2020 | 42 | 2020 |
| Evall: Open access evaluation for information access systems E Amigó, J Carrillo-de-Albornoz, M Almagro-Cádiz, J Gonzalo, ... Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017 | 22 | 2017 |
| A cross-lingual approach to automatic ICD-10 coding of death certificates by exploring machine translation M Almagro, R Martínez, S Montalvo, V Fresno Journal of biomedical informatics 94, 103207, 2019 | 19 | 2019 |
| Speech gestural interpretation by applying word representations in robotics M Almagro, V Fresno, F de la Paz Integrated Computer-Aided Engineering 26 (1), 97-109, 2019 | 16 | 2019 |
| Boosting mechanical design with the C++ OOML and open source 3D printers A Valero-Gómez, J Gonzalez-Gomez, M Almagro, MA Salichs Proceedings of the 2012 IEEE Global Engineering Education Conference (EDUCON …, 2012 | 15* | 2012 |
| Estudio preliminar de la anotación automática de códigos CIE-10 en informes de alta hospitalarios M Almagro Proces. del Leng. Natural, 2018 | 11 | 2018 |
| MAMTRA-MED at CLEF eHealth 2018: A Combination of Information Retrieval Techniques and Neural Networks for ICD-10 Coding of Death Certificates. M Almagro, S Montalvo, AD de Ilarraza, A Pérez CLEF (Working Notes), 1, 2018 | 8 | 2018 |
| LEA: improving sentence similarity robustness to typos using lexical attention bias M Almagro, E Almazán, D Ortego, D Jiménez Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 7 | 2023 |
| ICD-10 coding based on semantic distance: LSI UNED at CLEF eHealth 2020 Task 1 M Almagro, R Martínez, V Fresno, S Montalvo, H Tissot Working Notes of Conference and Labs of the Evaluation (CLEF) Forum 2696, 2020 | 7* | 2020 |
| Graphical user interface for assistance with ICD-10 coding of hospital discharge records S Montalvo, M Almagro, R Martínez, V Fresno, S Lorenzo, MC Morales, ... 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018 | 5 | 2018 |
| Methods, systems, articles of manufacture and apparatus for lexical analysis DJ Cabello, M Almagro, EJ Almazan, DO Hernández US Patent App. 18/341,463, 2024 | 4 | 2024 |
| MAMTRA-MED at Biomedical Abbreviation Recognition and Resolution-IberEval 2018. S Montalvo, R Martínez, M Almagro, S Lorenzo IberEval@ SEPLN, 290-296, 2018 | 4 | 2018 |
| Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching M Almagro, D Jiménez, D Ortego, E Almazán, E Martínez arXiv preprint arXiv:2207.02008, 2022 | 3 | 2022 |
| Preliminary study of the automatic annotation of hospital discharge report with ICD-10 codes M Almagro, R Martinez, V Fresno, S Montalvo Procesamiento del Lenguaje Natural, 45-52, 2018 | 2 | 2018 |
| Designing NLP applications to support ICD coding: an impact analysis and guidelines to enhance baseline performance when processing patient discharge notes J Jha, M Almagro, H Tissot Journal of Digital Health, 63-81, 2023 | 1 | 2023 |
| Smart gesture selection with word embeddings applied to nao robot M Almagro-Cádiz, V Fresno, F de la Paz López International Work-Conference on the Interplay Between Natural and …, 2017 | 1 | 2017 |
| Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework D Ortego, M Rodríguez, M Almagro, K Dahiya, D Jiménez, JC SanMiguel arXiv preprint arXiv:2511.13189, 2025 | | 2025 |
| Fine-grained auxiliary learning for real-world product recommendation M Almagro, D Ortego, D Jiménez arXiv preprint arXiv:2510.04551, 2025 | | 2025 |
| Methods, systems, articles of manufacture and apparatus to build blocking-based batches for training machine learning models M Almagro, DJ Cabello, DO Hernández, EJ Almazan US Patent App. 18/162,370, 2023 | | 2023 |
| Automatic Categorization of Electronic Health Records M Almagro Cádiz Automatic Categorization of Electronic Health Records, 2021 | | 2021 |
Víctor FresnoAssociate Professor of Computer Science (UNED)Verified email at lsi.uned.es
