Conteúdos

Vídeos no YouTube

Slides de Apresentações

Artigos Publicados

2023

• Risco de queda relacionado a medicamentos em hospitais: abordagem de aprendizado de máquina

Amanda Pestana da Silva, Henrique Dias Pereira dos Santos, Ana Laura Olsefer Rotta, Graziella Gasparotto Baiocco, Renata Vieira, Janete de Souza Urbanetto

Acta Paulista de Enfermagem, v. 36, 2023

2022

• BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language ⭐ 

Bernardo Consoli, Henrique Dias, Renata Vieira, Rafael Bordini, Ana Helena Ulbrich

Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022)

• Avaliação da nefrotoxicidade e cálculo da dose diária de vancomicina em um hospital brasileiro

Clarissa Both Pinto, Kely Medeiros Turra, Graziella Gasparotto Baiocco, Henrique Dias Pereira dos Santos, Cláudia Regina Ames, Jaqueline Pandolfo, Marina de Borba Oliveira Freire, Paulo Ricardo Mottin Rosa

Cadernos de Ensino e Pesquisa em Saúde, v. 2, 2022

2021

• Evaluation of a Prescription Outlier Detection System in Hospital’s Pharmacy Services ⭐ 

Henrique Dias, Ana Helena Ulbrich, Renata Vieira

2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

• De-Identification of Clinical Notes Using Contextualized Language Models and a Token Classifier ⭐ 

Joaquim Santos, Henrique DP dos Santos, Fábio Tabalipa, Renata Vieira

Brazilian Conference on Intelligent Systems

• Análise das Intervenções Farmacêuticas Realizadas com Suporte à Decisão Utilizando Inteligência Artificial em Hospitais Brasileiros

Francieli Lazaretto, Ana Helena Ulbrich, Kauane dos Santos, Henrique dos Santos

XIII Brazilian Congress of Hospital Pharmacy and Health Services

• Opportunities and Challenges in Fall Risk Management using EHRs and Artificial Intelligence: A Systematic Review.

Henrique DP dos Santos, Juliana Damasio Oliveira, Ana Helena DPS Ulbrich, Renata Vieira

In Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS

2020

• A machine learning early warning system: Multicenter validation in brazilian hospitals

Jhonatan Kobylarz Ribeiro, Henrique DP dos Santos, Felipe Barletta, Mateus Cichelero da Silva, Renata Vieira, Hugo MP Morales, Cristian da Costa Rocha

2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

• Fall detection in clinical notes using language models and token classifier

Joaquim Santos, Henrique DP dos Santos, Renata Vieira

2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS)

• Intrinsic and Extrinsic Evaluation of the Quality of Biomedical Embeddings in Different Languages

Paula M Franceschini, Henrique DP dos Santos, Renata Vieira

2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS)

• Analysis of the agreement on fall records between electronic health records and notifications: cohort study

Maria Maciel, Haline Burin, Amanda Silva, Henrique Santos, Renata Vieira, Janette Urbanetto

Research, Society and Development 2020

2019

• Fall detection in ehr using word embeddings and deep learning

Henrique DP dos Santos, Amanda P Silva, Maria Carolina O Maciel, Haline Maria V Burin, Janete S Urbanetto, Renata Vieira

2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE)

2018

• MeSHx-notes: web-system for clinical notes

Rafael O Nunes, João E Soares, Henrique DP dos Santos, Renata Vieira

International Workshop on Artificial Intelligence in Health

• An initial investigation of the charlson comorbidity index regression based on clinical notes

Henrique Dias Pereira dos Santos, Ana Helena DPS Ulbrich, Vinicius Woloszyn, Renata Vieira

2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)

• DDC-Outlier: Preventing medication errors using unsupervised learning ⭐ 

Henrique D.P. dos Santos, Ana Helena D.P.S. Ulbrich, Vinicius Woloszyn, Renata Vieira

IEEE Journal of Biomedical and Health Informatics ( Volume: 23, Issue: 2, March 2019)