Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories. - Henrique D. P. dos Santos; Renata Vieira; Greice Pinho; Jackson Pinheiro (STIL, 2017)

PLN-PUCRS at EmoInt-2017: Psycholinguistic features for emotion intensity prediction in tweets. - Henrique D. P. dos Santos; Renata Vieira (WASSA@EMNLP, 2017)

Portuguese personal story analysis and detection in blogs. - Henrique D. P. dos Santos; Vinicius Woloszyn; Renata Vieira (WI, 2017)

MRR: an unsupervised algorithm to rank reviews by relevance. - Vinicius Woloszyn; Henrique D. P. dos Santos; Leandro Krug Wives; Karin Becker (WI, 2017)

An Initial Investigation of the Charlson Comorbidity Index Regression Based on Clinical Notes. - Henrique Dias Pereira dos Santos; Ana Helena D. P. S. Ulbrich; Vinicius Woloszyn; Renata Vieira (CBMS, 2018)

Cross-Framework Evaluation for Portuguese POS Taggers and Parsers. - Sandra Collovini; Henrique D. P. dos Santos; Thiago Lima; Evandro Fonseca; Bolivar Pereira; Marlo Souza; Sílvia Moraes; Renata Vieira (CICLing (2), 2018)

MeSHx-Notes: Web-System for Clinical Notes. - Rafael Oleques Nunes; João E. Soares; Henrique D. P. dos Santos; Renata Vieira (AIH@IJCAI (Revised Selected Papers), 2018)

MeSHx-Notes: web-system for clinical notes information extraction. - Henrique D. P. dos Santos; Rafael Oleques Nunes; João E. Soares; Renata Vieira (AIH@IJCAI, 2018)

BlogSet-BR: A Brazilian Portuguese Blog Corpus. - Henrique D. P. dos Santos; Vinicius Woloszyn; Renata Vieira (LREC, 2018)

Annotating Relations Between Named Entities with Crowdsourcing. - Sandra Collovini; Bolivar Pereira; Henrique D. P. dos Santos; Renata Vieira (NLDB, 2018)

Fall Detection in EHR using Word Embeddings and Deep Learning. - Henrique Dias Pereira dos Santos; Amanda Pestana Silva; Maria Carolina Oliveira Maciel; Haline Maria Velho Burin; Janete Souza Urbanetto; Renata Vieira (BIBE, 2019)

Cross-Media Sentiment Analysis in Brazilian Blogs. - Greice P. Dal Molin; Henrique D. P. dos Santos; Isabel Harb Manssour; Renata Vieira; Soraia Raupp Musse (ISVC (2), 2019)

DDC-Outlier: Preventing Medication Errors Using Unsupervised Learning. - Henrique D. P. dos Santos; Ana Helena D. P. S. Ulbrich; Vinicius Woloszyn; Renata Vieira (IEEE J. Biomed. Health Informatics, 2019)

Intrinsic and Extrinsic Evaluation of the Quality of Biomedical Embeddings in Different Languages. - Paula M. Franceschini; Henrique D. P. dos Santos; Renata Vieira (CBMS, 2020)

A Machine Learning Early Warning System: Multicenter Validation in Brazilian Hospitals. - Jhonatan Kobylarz Ribeiro; Henrique D. P. dos Santos; Felipe Barletta; Mateus Cichelero da Silva; Renata Vieira; Hugo M. P. Morales; Cristian da Costa Rocha (CBMS, 2020)

Fall Detection in Clinical Notes using Language Models and Token Classifier. - Joaquim Santos 001; Henrique D. P. dos Santos; Renata Vieira (CBMS, 2020)

Evaluation of a Prescription Outlier Detection System in Hospital's Pharmacy Services. - Henrique D. P. dos Santos; Ana Helena D. P. S. Ulbrich; Renata Vieira (BIBM, 2021)

De-Identification of Clinical Notes Using Contextualized Language Models and a Token Classifier. - Joaquim Santos 001; Henrique D. P. dos Santos; Fábio Tabalipa; Renata Vieira (BRACIS (2), 2021)

Opportunities and Challenges in Fall Risk Management using EHRs and Artificial Intelligence: A Systematic Review. - Henrique D. P. dos Santos; Juliana Damasio Oliveira; Ana Helena D. P. S. Ulbrich; Renata Vieira (ICEIS (1), 2021)

BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language. - Bernardo Scapini Consoli; Henrique D. P. dos Santos; Ana Helena D. P. S. Ulbrich; Renata Vieira; Rafael H. Bordini (LREC, 2022)

Evaluating LLMs for Diagnosis Summarization. - Joaquim Santos 001; Henrique D. P. dos Santos; Ana Helena D. P. S. Ulbrich; Daniela Faccio; Fábio de O. Tabalipa; Rodrigo Nogueira 001; Manuela Martins Costa (EMBC, 2024)