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ORCIDHenrique D. P. dos Santos
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2020 – today
- 2026
[j2]Rachel Adams
, Fola Adeleke, Leah Junck, Ayantola Alayande, Aarushi Gupta, Urvashi Aneja, Samuel T. Segun, Rosalind Parkes-Ratanshi, Selam Abdella, Mark Gaffley, Scott Mahoney, Rirhandzu Makamu, Nana Eghele Adade, Liping Bian, Timothy Kintu, Atwine Mugume, Aline Germani, Michelle El Kawak, Bheeshma Patel, Olanrewaju Lawa, Sara Khalid, Olubayo Adekanmbi, Rasheedat Sikiru, Toyib Ogunremi, Farhan Yusuf, Hanna Minaye, Imo Etuk, Jimmy Nsenga, Uma Urs, Marzia Zaman, Khondaker Abdullah Al Mamun, Vivian Resende, Pedro Henrique Faria Silva Trocoli-Couto, Rositsa Zaimova, Mamadou Alpha Diallo, Nana Kofi Quakyi, Xiao Fan Liu, Daudi Jjingo, Imad Elhajj, Joyce Nakatumba-Nabende, Tamlyn Eslie Roman, Maryam Mustafa, Brenda Hendry, Yogesh Hooda, Chinazo Anebelundu, Bishesh Khanal, Faisal Sultan, Nirmal Ravi, Darlington Akogo, Zameer Brey, Dave Cohen, Joshua Proctor, Essa Mohamedali, Nneka Mobisson, Amelia V. Taylor, Joao Archegas, Amrita Mahale, Neal Lesh, Enrica Duncan, Theofrida J. Maginga, Hugo M. P. Morales, Henrique Dias Pereira dos Santos, Tue Vo, Trang TH Nguyen, Robert Korom, Michael Leventhal, Shashi Jain, Livia Maria de Oliveira Ciabati, Praveen Devarsetty, Jane Hirst, Ankita Sharma, Moinul Chowdhury, Henrique Araujo Lima, Caroline Govathson, Sarah Morris:
Mapping the potential and limitations of using generative AI technologies to address socio-economic challenges in LMICs. Nat. Comput. Sci. 6(5): 441-449 (2026)- 2024
- [c20]Joaquim Santos, Henrique D. P. dos Santos, Ana Helena D. P. S. Ulbrich, Daniela Faccio, Fábio de O. Tabalipa, Rodrigo 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 - [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)
2010 – 2019
- 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) - [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 Oleques 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 Oleques 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
Coauthor Index
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