| A systematic review of natural language processing applied to radiology reports A Casey, E Davidson, M Poon, H Dong, D Duma, A Grivas, C Grover, ... BMC medical informatics and decision making 21 (1), 179, 2021 | 137 | 2021 |
| Evaluation of pooling operations in convolutional architectures for drug-drug interaction extraction V Suárez-Paniagua, I Segura-Bedmar BMC bioinformatics 19, 39-47, 2018 | 104 | 2018 |
| Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation H Dong, V Suárez-Paniagua, W Whiteley, H Wu Journal of biomedical informatics 116, 103728, 2021 | 78 | 2021 |
| A two-stage deep learning approach for extracting entities and relationships from medical texts V Suárez-Paniagua, RMR Zavala, I Segura-Bedmar, P Martínez Journal of biomedical informatics 99, 103285, 2019 | 60 | 2019 |
| Exploring word embedding for drug name recognition I Segura-Bedmar, V Suárez-Paniagua, P Martínez Proceedings of the sixth international workshop on health text mining and …, 2015 | 55 | 2015 |
| Exploring convolutional neural networks for drug–drug interaction extraction V Suárez-Paniagua, I Segura-Bedmar, P Martínez Database 2017, bax019, 2017 | 28 | 2017 |
| The reporting quality of natural language processing studies: systematic review of studies of radiology reports EM Davidson, MTC Poon, A Casey, A Grivas, D Duma, H Dong, ... BMC medical imaging 21, 1-13, 2021 | 27 | 2021 |
| Rare disease identification from clinical notes with ontologies and weak supervision H Dong, V Suárez-Paniagua, H Zhang, M Wang, E Whitfield, H Wu 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 15 | 2021 |
| Word embedding clustering for disease named entity recognition V Suárez-Paniagua, I Segura-Bedmar, P Martínez Proceedings of the fifth biocreative challenge evaluation workshop, 299-304, 2015 | 12 | 2015 |
| Ontology-driven and weakly supervised rare disease identification from clinical notes H Dong, V Suárez-Paniagua, H Zhang, M Wang, A Casey, E Davidson, ... BMC Medical Informatics and Decision Making 23 (1), 86, 2023 | 10 | 2023 |
| A multi-BERT hybrid system for Named Entity Recognition in Spanish radiology reports V Suárez-Paniagua, H Dong, A Casey 2021 Working Notes of CLEF-Conference and Labs of the Evaluation Forum, CLEF …, 2021 | 10 | 2021 |
| Bird identification from continuous audio recordings The ICML 2013 Bird Challenge R Hernández Murcia, V Suárez-Paniagua Proceedings of the 1st Workshop on Machine Learning for Bioacoustics joint …, 2013 | 10* | 2013 |
| LABDA at TASS-2018 task 3: convolutional neural networks for relation classification in Spanish eHealth documents V Suárez-Paniagua, I Segura-Bedmar, P Martınez target 1510 (988), 308, 2018 | 9 | 2018 |
| Extraction of drug-drug interactions by recursive matrix-vector spaces V Suárez-Paniagua, I Segura-Bedmar 6thInternational Workshop on Combinations of Intelligent Methods and …, 2016 | 7 | 2016 |
| Combining conditional random fields and word embeddings for the CHEMDNER-patents task I Segura-Bedmar, V Suárez-Paniagua, P Martınez Proceedings of the fifth BioCreative challenge evaluation workshop, Sevilla …, 2015 | 7 | 2015 |
| Using recursive neural networks to detect and classify drug-drug interactions from biomedical texts V Suárez-Paniagua, I Segura-Bedmar ECAI 2016, 1666-1667, 2016 | 5 | 2016 |
| Ontology-based and weakly supervised rare disease phenotyping from clinical notes H Dong, V Suárez-Paniagua, H Zhang, M Wang, A Casey, E Davidson, ... | 4 | 2022 |
| Deep learning for information extraction in the biomedical domain V Suárez-Paniagua Researchgate, 2019 | 4 | 2019 |
| A multi-agent system architecture for statistics managing and soccer forecasting PC Cañizares, MG Merayo, M Núñez, V Suárez-Paniagua 2017 2nd IEEE International Conference on Computational Intelligence and …, 2017 | 4 | 2017 |
| VSP at PharmaCoNER 2019: Recognition of pharmacological substances, compounds and proteins with recurrent neural networks in Spanish Clinical Cases V Suárez-Paniagua Proceedings of the 5th workshop on BioNLP Open Shared Tasks, 16-20, 2019 | 2 | 2019 |
