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ORCIDHenrique D. P. dos Santos
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Journal Articles
- 2019
[j1]Henrique D. P. dos Santos
, Ana Helena D. P. S. Ulbrich, Vinicius Woloszyn, Renata Vieira:
DDC-Outlier: Preventing Medication Errors Using Unsupervised Learning. IEEE J. Biomed. Health Informatics 23(2): 874-881 (2019)
Conference and Workshop Papers
- 2024
- [c20]Joaquim Santos, Henrique D. P. dos Santos, Ana Helena D. P. S. Ulbrich, Daniela Faccio, Fábio de O. Tabalipa, Rodrigo F. Nogueira, Manuela Martins Costa:
Evaluating LLMs for Diagnosis Summarization. EMBC 2024: 1-7 - 2022
- [c19]Bernardo Scapini Consoli, Henrique D. P. dos Santos, Ana Helena D. P. S. Ulbrich, Renata Vieira, Rafael H. Bordini:
BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language. LREC 2022: 5609-5616 - 2021
- [c18]Henrique D. P. dos Santos, Ana Helena D. P. S. Ulbrich, Renata Vieira:
Evaluation of a Prescription Outlier Detection System in Hospital's Pharmacy Services. BIBM 2021: 2862-2868 - [c17]Joaquim Santos, Henrique D. P. dos Santos, Fábio Tabalipa, Renata Vieira:
De-Identification of Clinical Notes Using Contextualized Language Models and a Token Classifier. BRACIS (2) 2021: 33-41 - [c16]Henrique D. P. dos Santos, Juliana Damasio Oliveira, Ana Helena D. P. S. Ulbrich, Renata Vieira:
Opportunities and Challenges in Fall Risk Management using EHRs and Artificial Intelligence: A Systematic Review. ICEIS (1) 2021: 626-633 - 2020
- [c15]Paula M. Franceschini, Henrique D. P. dos Santos, Renata Vieira:
Intrinsic and Extrinsic Evaluation of the Quality of Biomedical Embeddings in Different Languages. CBMS 2020: 271-276 - [c14]Joaquim Santos, Henrique D. P. dos Santos, Renata Vieira:
Fall Detection in Clinical Notes using Language Models and Token Classifier. CBMS 2020: 283-288 - [c13]Jhonatan Kobylarz Ribeiro, Henrique D. P. dos Santos, Felipe Barletta, Mateus Cichelero da Silva, Renata Vieira, Hugo M. P. Morales, Cristian da Costa Rocha:
A Machine Learning Early Warning System: Multicenter Validation in Brazilian Hospitals. CBMS 2020: 321-326 - 2019
- [c12]Henrique Dias Pereira dos Santos, Amanda Pestana Silva, Maria Carolina Oliveira Maciel, Haline Maria Velho Burin, Janete Souza Urbanetto, Renata Vieira:
Fall Detection in EHR using Word Embeddings and Deep Learning. BIBE 2019: 265-268 - [c11]Greice P. Dal Molin, Henrique D. P. dos Santos, Isabel Harb Manssour, Renata Vieira, Soraia Raupp Musse:
Cross-Media Sentiment Analysis in Brazilian Blogs. ISVC (2) 2019: 492-503 - 2018
- [c10]Henrique Dias Pereira dos Santos, Ana Helena D. P. S. Ulbrich, Vinicius Woloszyn, Renata Vieira:
An Initial Investigation of the Charlson Comorbidity Index Regression Based on Clinical Notes. CBMS 2018: 6-11 - [c9]Sandra Collovini, Henrique D. P. dos Santos, Thiago Lima, Evandro Fonseca, Bolivar Pereira, Marlo Souza, Sílvia Moraes, Renata Vieira:
Cross-Framework Evaluation for Portuguese POS Taggers and Parsers. CICLing (2) 2018: 197-208 - [c8]Rafael O. Nunes, João E. Soares, Henrique D. P. dos Santos, Renata Vieira:
MeSHx-Notes: Web-System for Clinical Notes. AIH@IJCAI (Revised Selected Papers) 2018: 5-12 - [c7]Henrique D. P. dos Santos, Rafael O. Nunes, João E. Soares, Renata Vieira:
MeSHx-Notes: web-system for clinical notes information extraction. AIH@IJCAI 2018: 140-143 - [c6]Henrique D. P. dos Santos, Vinicius Woloszyn, Renata Vieira:
BlogSet-BR: A Brazilian Portuguese Blog Corpus. LREC 2018 - [c5]Sandra Collovini, Bolivar Pereira, Henrique D. P. dos Santos, Renata Vieira:
Annotating Relations Between Named Entities with Crowdsourcing. NLDB 2018: 290-297 - 2017
- [c4]Henrique D. P. dos Santos, Renata Vieira, Greice Pinho, Jackson Pinheiro:
Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories. STIL 2017: 37-41 - [c3]Henrique D. P. dos Santos, Renata Vieira:
PLN-PUCRS at EmoInt-2017: Psycholinguistic features for emotion intensity prediction in tweets. WASSA@EMNLP 2017: 189-192 - [c2]Henrique D. P. dos Santos, Vinicius Woloszyn, Renata Vieira:
Portuguese personal story analysis and detection in blogs. WI 2017: 709-715 - [c1]Vinicius Woloszyn, Henrique D. P. dos Santos, Leandro Krug Wives, Karin Becker:
MRR: an unsupervised algorithm to rank reviews by relevance. WI 2017: 877-883
Informal and Other Publications
- 2020
- [i1]Jhonatan Kobylarz, Henrique D. P. dos Santos, Felipe Barletta, Mateus Cichelero da Silva, Renata Vieira, Hugo M. P. Morales, Cristian da Costa Rocha:
A Machine Learning Early Warning System: Multicenter Validation in Brazilian Hospitals. CoRR abs/2006.05514 (2020)
Coauthor Index
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