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Journal Articles
- 2022
[j6]Davi Silva Rodrigues
, Ana Catharina S. Nastri, Marcello M. Magri, Maura Salaroli de Oliveira, Ester C. Sabino, Pedro H. M. F. Figueiredo, Anna S. Levin, Maristela P. Freire, Leila S. Harima, Fátima L. S. Nunes, João Eduardo Ferreira, Geraldo F. Busatto, Eloisa Bonfá, Edivaldo Utiyama, Aluisio Segurado, Beatriz Perondi, Anna M. Morais, Amanda Montal, Solange Fusco, Marjorie Fregonesi, Marcelo Rocha, Izabel Marcilio, Izabel C. Rios, Fabiane Y. O. Kawano, M. Amelia de Jesus, Esper G. Kallas, Carolina Marmo, Clarice Tanaka, Heraldo P. de Souza, Julio F. M. Marchini, Carlos Carvalho, Juliana C. Ferreira, Thais Guimaraes, Carolina S. Lazari, Alberto J. S. Duarte, M. Cristina P. B. Francisco, Silvia F. Costa:
Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records. BMC Medical Informatics Decis. Mak. 22(1): 187 (2022)- [j5]Anna S. Levin, Maristela P. Freire, Maura Salaroli de Oliveira, Ana Catharina S. Nastri, Leila S. Harima, Lauro Vieira Perdigão-Neto, Marcello M. Magri, Gabriel Fialkovitz, Pedro H. M. F. Figueiredo, Rinaldo Focaccia Siciliano, Ester C. Sabino, Danilo P. N. Carlotti, Davi Silva Rodrigues, Fátima L. S. Nunes, João Eduardo Ferreira, Geraldo Busatto Filho, Eloisa Bonfá, Edivaldo Utiyama, Aluisio Segurado, Beatriz Perondi, Anna M. Morais, Amanda Montal, Solange Fusco, Marjorie Fregonesi, Marcelo Rocha, Izabel Marcilio, Izabel C. Rios, Fabiane, Y. O. Kawano, M. Amelia de Jesus, Esper G. Kallas, Carolina Marmo, Clarice Tanaka, Heraldo P. de Souza, Julio F. M. Marchini, Carlos Carvalho, Juliana C. Ferreira, Thais Guimaraes, Carolina S. Lazari, Alberto J. S. Duarte, M. Cristina Braido, P. B. Francisco, Silvia F. Costa:
Correlating drug prescriptions with prognosis in severe COVID-19: first step towards resource management. BMC Medical Informatics Decis. Mak. 22(1): 246 (2022) - 2017
- [j4]Nuno R. Faria, Joshua Quick, I. M. Claro, Julien Thézé, J. G. de Jesus, Marta Giovanetti, Moritz U. G. Kraemer, S. C. Hill, Allison Black, A. C. Da Costa, L. C. Franco, S. P. Silva, Chieh-Hsi Wu, Jayna Raghwani, Simon Cauchemez, Louis du Plessis, M. P. Verotti, W. K. de Oliveira, E. H. Carmo, G. E. Coelho, A. C. F. S. Santelli, L. C. Vinhal, C. M. Henriques, J. T. Simpson, Matthew Loose, Kristian G. Andersen, N. D. Grubaugh, S. Somasekar, C. Y. Chiu, J. E. Muñoz-Medina, C. R. Gonzalez-Bonilla, Carolina Fócil Arias, L. L. Lewis-Ximenez, S. A. Baylis, A. O. Chieppe, S. F. Aguiar, C. A. Fernandes, P. S. Lemos, B. L. S. Nascimento, H. A. O. Monteiro, I. C. Siqueira, M. G. de Queiroz, T. R. de Souza, J. F. Bezerra, M. R. Lemos, G. F. Pereira, D. Loudal, L. C. Moura, R. Dhalia, R. F. França, T. Magalhães, E. T. Marques Jr, Thomas Jaenisch, Gabriel da Luz Wallau, M. C. de Lima, V. Nascimento, E. M. de Cerqueira, M. M. de Lima, D. L. Mascarenhas, J. P. Moura Neto, A. S. Levin, T. R. Tozetto-Mendoza, S. N. Fonseca, M. C. Mendes-Correa, F. P. Milagres, Aluisio Segurado, Edward C. Holmes, Andrew Rambaut, Trevor Bedford, M. R. T. Nunes, Ester C. Sabino, Luis Carlos Alcantara, Nicholas J. Loman, Oliver G. Pybus:
Establishment and cryptic transmission of Zika virus in Brazil and the Americas. Nat. 546(7658): 406-410 (2017) - 2016
- [j3]Fernanda Nascimento Almeida, Gisela Tunes-da-Silva, Julio Cezar Brettas da Costa, Ester Cerdeira Sabino, Alfredo Mendrone-Junior, João Eduardo Ferreira:
A provenance model based on declarative specifications for intensive data analyses in hemotherapy information systems. Future Gener. Comput. Syst. 59: 105-113 (2016) - 2015
- [j2]Mina Ozahata, Ester C. Sabino, Ricardo Diaz, Roberto Marcondes Cesar Jr., João Eduardo Ferreira:
Data-intensive analysis of HIV mutations. BMC Bioinform. 16: 35:1-35:23 (2015) - 2013
- [j1]Pedro Losco Takecian, Marcio K. Oikawa, Kelly Rosa Braghetto, Paulo Rocha, Fred Lucena, Katherine Kavounis, Karen S. Schlumpf, Susan Acker, Anna Barbara de Freitas Carneiro Proietti, Ester C. Sabino, Brian Custer, Michael P. Busch, João Eduardo Ferreira:
Methodological guidelines for reducing the complexity of data warehouse development for transactional blood bank systems. Decis. Support Syst. 55(3): 728-739 (2013)
Conference and Workshop Papers
- 2023
- [c5]Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Candido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger:
Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese. AIME 2023: 271-275 - 2021
- [c4]Edresson Casanova, Lucas Gris, Augusto Camargo Neto, Daniel Peixoto Pinto da Silva, Murilo Gazzola, Ester C. Sabino, Anna Levin, Arnaldo Candido Jr., Sandra M. Aluísio, Marcelo Finger:
Deep Learning against COVID-19: Respiratory Insufficiency Detection in Brazilian Portuguese Speech. ACL/IJCNLP (Findings) 2021: 625-633 - 2014
- [c3]Fernanda Nascimento Almeida, Gisela Tunes-da-Silva, Ester Cerdeira Sabino, Alfredo Mendrone-Junior, João Eduardo Ferreira:
A Provenance Model Based on Declarative Specifications for Intensive Data Analyses in Hemotherapy Information Systems. eScience 2014: 92-99 - 2009
- [c2]Luciano Vieira de Araújo, Sabri S. Sanabani, Ester C. Sabino, João Eduardo Ferreira:
HIVSetSubtype: software for subtype classification of HIV-1 sequences. SAC 2009: 811-815 - 2008
- [c1]Luciano Vieira de Araújo, Ester C. Sabino, João Eduardo Ferreira:
HIV drug resistance analysis tool based on process algebra. SAC 2008: 1358-1363
Data and Artifacts
- 2021
- [d1]Antônio Luiz P. Ribeiro, Antônio H. Ribeiro, Gabriela M. M. Paixão, Emilly M. Lima, Manoel Horta Ribeiro, Marcelo M. Pinto Filho, Paulo R. Gomes, Derick M. de Oliveira, Wagner Meira Jr., Thomas B. Schön, Ester C. Sabino:
Sami-Trop: 12-lead ECG traces with age and mortality annotations. Zenodo, 2021
Informal and Other Publications
- 2024
- [i2]Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Candido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger:
Discriminant audio properties in deep learning based respiratory insufficiency detection in Brazilian Portuguese. CoRR abs/2405.17569 (2024) - [i1]Marcelo Matheus Gauy, Natalia Hitomi Koza, Ricardo Mikio Morita, Gabriel Rocha Stanzione, Arnaldo Cândido Júnior, Larissa Cristina Berti, Anna Sara Shafferman Levin, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger:
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation. CoRR abs/2407.20989 (2024)
Coauthor Index
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