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 | 29 | 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 | 18 | 2017 |
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 |
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 | 15 | 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 | 14* | 2012 |
Estudio preliminar de la anotación automática de códigos CIE-10 en informes de alta hospitalarios M Almagro, R Martínez, V Fresno, S Montalvo Procesamiento del lenguaje natural 60, 45-52, 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 |
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 | 5* | 2020 |
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 |
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 | 3 | 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 | 2 | 2023 |
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 | 2 | 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 |
Smart gesture selection with word embeddings applied to nao robot M Almagro-Cádiz, V Fresno, F de la Paz López Biomedical Applications Based on Natural and Artificial Computing …, 2017 | 1 | 2017 |
METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS FOR LEXICAL ANALYSIS D Jiménez Cabello, M Almagro, EJ Almazan, D Ortego Hernández US Patent App. 18/341,463, 2024 | | 2024 |
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 |
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 | | 2023 |
Automatic Categorization of Electronic Health Records M Almagro Cádiz Universidad Nacional de Educación a Distancia (España). Escuela …, 2021 | | 2021 |
Word Embeddings para la anotación automática de gestos aplicada a Nao M Almagro Cádiz Universidad Nacional de Educación a Distancia (España). Escuela Técnica …, 2017 | | 2017 |
EvALL: Open Access Evaluation for Information Access Systems M Almagro Cádiz, J Rodríguez Vidal, F Verdejo, E Amigo Cabrera, ... Association for Computing Machinery (ACM), 2017 | | 2017 |