| BioBERTpt: a portuguese neural language model for clinical Named Entity Recognition ET Rubel Schneider, JV Andrioli de Souza, J Knafou, LES Oliveira, ... Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020 | 61 | 2020 |
| A GPT-2 language model for biomedical texts in Portuguese ETR Schneider, JVA de Souza, YB Gumiel, C Moro, EC Paraiso 2021 IEEE 34th international symposium on computer-based medical systems …, 2021 | 25 | 2021 |
| Supervised learning for the detection of negation and of its scope in French and Brazilian Portuguese biomedical corpora C Dalloux, V Claveau, N Grabar, LES Oliveira, CMC Moro, YB Gumiel, ... Natural Language Engineering 27 (2), 181-201, 2021 | 24 | 2021 |
| SemClinBr-a multi-institutional and multi-specialty semantically annotated corpus for Portuguese clinical NLP tasks LES Oliveira, AC Peters, AMP Da Silva, CP Gebeluca, YB Gumiel, ... Journal of Biomedical Semantics 13 (1), 13, 2022 | 22 | 2022 |
| Temporal relation extraction in clinical texts: a systematic review YB Gumiel, LE Silva e Oliveira, V Claveau, N Grabar, EC Paraiso, C Moro, ... ACM Computing Surveys (CSUR) 54 (7), 1-36, 2021 | 16 | 2021 |
| Exploiting siamese neural networks on short text similarity tasks for multiple domains and languages JVA de Souza, LESE Oliveira, YB Gumiel, DR Carvalho, CMC Moro International conference on computational processing of the portuguese …, 2020 | 12 | 2020 |
| A multilabel approach to Portuguese clinical named entity recognition JVA de Souza, ETR Schneider, JO Cezar, LE Silva, YB Gumiel, ... Journal of Health Informatics 12, 2020 | 12 | 2020 |
| Named entity recognition for clinical portuguese corpus with conditional random fields and semantic groups JVA de Souza, YB Gumiel, LE Silva, CMC Moro Anais do XIX Simpósio Brasileiro de Computação Aplicada à Saúde, 318-323, 2019 | 9 | 2019 |
| Incorporating Multiple Feature Groups to a Siamese Neural Network for Semantic Textual Similarity Task in Portuguese Texts. JVA de Souza, LES e Oliveira, YB Gumiel, DR Carvalho, CMC Moro ASSIN@ STIL, 59-68, 2019 | 7 | 2019 |
| Autonomous CT replacement method for the skull prosthesis modelling M Rudek, YB Gumiel, O Canciglieri Jr Facta Universitatis, series: Mechanical Engineering 13 (3), 283-294, 2015 | 7 | 2015 |
| PUCRJ-PUCPR-UFMG at eHealth-KD Challenge 2021: A Multilingual BERT-based System for Joint Entity Recognition and Relation Extraction. L Pavanelli, ETR Schneider, YB Gumiel, TC Ferreira, LFA de Oliveira, ... IberLEF@ SEPLN, 683-691, 2021 | 6 | 2021 |
| Sentiment analysis in portuguese texts from online health community forums: data, model and evaluation YB Gumiel, I Lee, TA Soares, TC Ferreira, A Pagano Anais do XIII Simpósio Brasileiro de Tecnologia da Informação e da Linguagem …, 2021 | 5 | 2021 |
| Learning Portuguese Clinical Word Embeddings: A Multi-Specialty and Multi-Institutional Corpus of Clinical Narratives Supporting a Downstream Biomedical Task. LES e Oliveira, YB Gumiel, ABV Dos Santos, LMM Cintho, DR Carvalho, ... MedInfo, 123-127, 2019 | 5 | 2019 |
| Defining a state-of-the-art POS-tagging environment for Brazilian Portuguese clinical texts LFA de Oliveira, LES e Oliveira, YB Gumiel, DR Carvalho, CMC Moro Research on Biomedical Engineering 36, 267-276, 2020 | 4 | 2020 |
| Técnicas de inteligência artificial para reconhecimento de sepse em ambientes hospitalares: revisão integrativa EO Cesario, CY Nakamura, YB Gumiel, DR Carvalho Revista de Gestão em Sistemas de Saúde 9 (1), 15-31, 2020 | 4 | 2020 |
| Experiments on Portuguese clinical question answering LES Oliveira, ETR Schneider, YB Gumiel, MAP Luz, EC Paraiso, C Moro Brazilian Conference on Intelligent Systems, 133-145, 2021 | 3 | 2021 |
| A CAD-based conceptual method for skull prosthesis modelling M Rudek, YB Gumiel, O Canciglieri Jr, N Asofu, GL Bichinho Facta Universitatis, Series: Mechanical Engineering 16 (3), 285-296, 2018 | 3 | 2018 |
| Using deep convolutional neural networks with self-taught word embeddings to perform clinical coding ABV dos Santos, YB Gumiel, DR Carvalho Iberoamerican Journal of Applied Computing 8 (1), 2018 | 3 | 2018 |
| Optimized CT Skull Slices Retrieval based on Cubic Bezier Curves Descriptors M Rudek, YB Gumiel, O Canciglieri Jr, GL Bichinho system 4, 5, 2016 | 3 | 2016 |
| CardioBERTpt: Transformer-based Models for Cardiology Language Representation in Portuguese ETR Schneider, YB Gumiel, JVA de Souza, LM Mukai, LES e Oliveira, ... 2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023 | 2 | 2023 |
