Henrique Dias Pereira dos Santos

Statistics

Publications

Citations

121

H-Index

Active since

2018

Affiliations

Pontifícia Universidade Católica do Rio Grande do Sul(Current)

Universidade Federal do Rio Grande do Sul

University of Rio Grande and Rio Grande Community College

Henrique Dias Pereira dos Santos is an author at Pontifícia Universidade Católica do Rio Grande do Sul specializing in engineering, health informatics, and machine learning.

ORCID

Top concepts

EngineeringMachine LearningHealth InformaticsEhr SystemsText MiningData ScienceDeep LearningPredictive AnalyticsNatural Language ProcessingMedicine

Publications per year

2018–2020

Publications

DDC-Outlier: Preventing Medication Errors Using Unsupervised Learning

Henrique Dias Pereira dos Santos, Ana Helena D. P. S. Ulbrich, Vinicius Woloszyn et al. · IEEE Journal of Biomedical and Health Informatics · 2018 · 64 citations

Anomaly Detection, Machine Learning, Engineering +18

BlogSet-BR: A Brazilian Portuguese Blog Corpus

Henrique Dias Pereira dos Santos, Vinicius Woloszyn, Renata Vieira · Language Resources and Evaluation · 2018 · 16 citations

Natural Language Processing, Language Documentation, Engineering +9

Fall Detection in EHR using Word Embeddings and Deep Learning

Henrique Dias Pereira dos Santos, Amanda Pestana da Silva, Maria Carolina Oliveira Maciel et al. · 2019 · 16 citations · Full text

Fall Prevention, Natural Language Processing, Structured Prediction +15

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 et al. · 2018 · 13 citations

Psychological Co-morbidities, Engineering, Machine Learning +27

A Machine Learning Early Warning System: Multicenter Validation in Brazilian Hospitals

Jhonatan Kobylarz Ribeiro, Henrique Dias Pereira dos Santos, Felipe Barletta et al. · 2020 · 12 citations

Engineering, Machine Learning, Warning System +23

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