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Yohan Bonescki Gumiel

Observed names: Bonescki Gumiel, Yohan, Gumiel, Yohan, Gumiel, Yohan Bonescki, Y.B. Gumiel, Yohan Bonescki Gumiel, Yohan B. Gumiel, Yohan Bonescki Gumie, Yohan Boneski Gumiel, Yohan Gumiel
Observed institutions: Universidade Federal de Minas Gerais, Pontifical Catholic University of Puerto Rico, Pontifícia Universidade Católica do Paraná, Universidade de São Paulo, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, Instituto do Coração, Instituto do Coração - HCFMUSP
ORCID: 0000-0001-8239-2930
Observed ORCID: 0000-0001-8239-2930
OpenAlex ID: A5067918609
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition
2020 · Elisa Terumi Rubel Schneider, João Vitor Andrioli de Souza, et al. · Clinical Natural Language Processing Workshop (ClinicalNLP) · 114
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SemClinBr - a multi-institutional and multi-specialty semantically annotated corpus for Portuguese clinical NLP tasks
2022 · Lucas Emanuel Silva e Oliveira, Ana Carolina Peters, et al. · Journal of Biomedical Semantics · 62
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A GPT-2 Language Model for Biomedical Texts in Portuguese
2021 · Elisa Terumi Rubel Schneider, Joao Vitor Andrioli de Souza, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 50
Supervised learning for the detection of negation and of its scope in French and Brazilian Portuguese biomedical corpora
2020 · Clément Dalloux, Vincent Claveau, et al. · Natural Language Engineering · 30
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Temporal Relation Extraction in Clinical Texts
2021 · Yohan Bonescki Gumiel, Lucas Emanuel Silva e Oliveira, et al. · ACM Computing Surveys · 29
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Exploiting Siamese Neural Networks on Short Text Similarity Tasks for Multiple Domains and Languages
2020 · João Vitor Andrioli de Souza, Lucas Emanuel Silva E Oliveira, et al. · Lecture notes in computer science · 17
CardioBERTpt: Transformer-based Models for Cardiology Language Representation in Portuguese
2023 · Elisa Terumi Rubel Schneider, Yohan Bonescki Gumiel, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 12
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A Multilabel Approach to Portuguese Clinical Named Entity Recognition
2020 · Andrioli de Souza, João Vitor, Terumi Rubel Schneider, Elisa, et al. · Archive ouverte UNIGE (University of Geneva) · 11
Named Entity Recognition for Clinical Portuguese Corpus with Conditional Random Fields and Semantic Groups
2019 · João Vitor Andrioli De Souza, Yohan Bonescki Gumiel, et al. · 8
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Sentiment Analysis in Portuguese Texts from Online Health Community Forums: Data, Model and Evaluation
2021 · Yohan Bonescki Gumiel, Isabela Lee, et al. · Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL) · 5
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Experiments on Portuguese Clinical Question Answering
2021 · Lucas Emanuel Silva e Oliveira, Elisa Terumi Rubel Schneider, et al. · Lecture notes in computer science · 5
Defining a state-of-the-art POS-tagging environment for Brazilian Portuguese clinical texts
2020 · Lucas Ferro Antunes de Oliveira, Lucas Emanuel Silva e Oliveira, et al. · Research on Biomedical Engineering · 5
Incorporating Multiple Feature Groups to a Siamese Neural Network for Semantic Textual Similarity Task in Portuguese Texts.
2019 · João Vitor Andrioli de Souza, Lucas Emanuel Silva e Oliveira, et al. · 5
Viés de gênero na tradução automática do GPT-3.5 turbo: avaliando o par linguístico inglês-português
2023 · Tayane Arantes Soares, Yohan Bonescki Gumiel, et al. · Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL) · 4
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Enhancing Privacy in Clinical Texts: A New Approach to De-Identification of Brazilian Clinical Narratives
2025 · Elisa T.R. Schneider, Fernando Schneider, et al. · Studies in health technology and informatics · 3
Modelling of the Personalized Skull Prosthesis Based on Artificial Intelligence
2022 · Luiz Gustavo Schitz da Rocha, Yohan Boneski Gumiel, et al. · Springer eBooks · 3
Early Identification of Patients at Risk of Sepsis in a Hospital Environment
2021 · Everton Osnei Cesario, Yohan Bonescki Gumiel, et al. · Brazilian Archives of Biology and Technology · 3
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Challenges and Issues on Extracting Named Entities from Oncology Clinical Notes
2023 · Luiz Henrique Pereira Niero, João Vitor Andrioli de Souza, et al. · Journal of Health Informatics · 2
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Developing a Transformer-based Clinical Part-of-Speech Tagger for Brazilian Portuguese
2023 · Elisa Terumi Rubel Schneider, Yohan Bonescki Gumiel, et al. · Journal of Health Informatics · 2
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Técnicas de inteligência artificial para reconhecimento de sepse em ambientes hospitalares: revisão integrativa
2020 · Everton Osnei Cesario, Cristiane Yumi Nakamura, et al. · Revista de Gestão em Sistemas de Saúde · 2
Using Deep Convolutional Neural Networks With Self-taught Word Embeddings to Perform Clinical Coding
2018 · dos Santos, Arnon Bruno Ventrilho, Gumiel, Yohan Bonescki, et al. · Iberoamerican Journal of Applied Computing · 2
Autonomous Ct Replacement Method for the Skull Prosthesis Modelling Udc 519.6:617.3
2015 · Marcelo Rudek, Yohan Boneski Gumiel, et al. · Facta Universitatis Series Mechanical Engineering · 2
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Avaliação de grandes modelos de linguagem na extração de informações clínica
2024 · Carlos Eduardo Rodrigues Mello, Elisa Terumi Rubel Schneider, et al. · Journal of Health Informatics · 1
De-Identification Challenges in Real-World Portuguese Clinical Texts
2024 · Carolina Braun Prado, Yohan Bonescki Gumiel, et al. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · 1
Exploring alternatives for securing anatomical structures in capturing digital images: A comparative analysis
2023 · Daniela G. Turchenski, Acir J. Franco, et al. · Anatomia Histologia Embryologia · 1
Works count: 39
Citation count: 384
H-index: 8
I10-index: 8
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