Prediction of Surgical Risk in General Surgeries: Process Optimization Through Support Vector Machine (SVM) Algorithm
Souza, Flávio, Couto, Braulio, Silva, Gabriel Henrique Silvestre da, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio, Mendes, Julio Cesar, Braga, Gabriele Maria, Teixeira, Jéssica Angelina, Santos, Renata Carvalho, Martins, Julia Maria Campos, Sousa, Karla Silvia de, Souza, Douglas Nascimento de, Alves, Gustavo Barros, Rocha, Vladimir Alexei Rodrigues
Published in Infection control and hospital epidemiology (01.10.2020)
Published in Infection control and hospital epidemiology (01.10.2020)
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Journal Article
Automated Prediction of Surgical Site Infection Coronary Artery Bypass (CABG) Grafting Surgery
Souza, Flávio, Couto, Braulio, Conceição, Felipe Leandro Andrade da, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio, Almeida, Aline Castro de, Amaral, Filipe Batista do, Januário, Guilherme Brangioni, Caldeira, Maria Luiza Neves, Guerra, Miriam Alice, Moraes, Rayane Thamires Oliveira
Published in Infection control and hospital epidemiology (01.10.2020)
Published in Infection control and hospital epidemiology (01.10.2020)
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Journal Article
Automated Risk Analysis of Surgical Site Infection in Hip Arthroplasty Surgeries
Souza, Flávio, Couto, Braulio, Conceição, Felipe Leandro Andrade da, Silva, Gabriel Henrique Silvestre da, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio, Mendes, Julio Cesar, Quintão, Ana Flavia Viana, Brandão, Camila Vieira, Borges, Débora Martins, Lage, Eduarda Muzzi Torres, Sabadini, Luiza da Conceição, Lopes, Sabrina de Almeida
Published in Infection control and hospital epidemiology (01.10.2020)
Published in Infection control and hospital epidemiology (01.10.2020)
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Journal Article
Pattern Recognition Algorithms for Predicting Surgical Site Infection in Abdominal Hysterectomy
Souza, Flávio, Couto, Braulio, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio, Mendes, Julio Cesar, Fagundes, Amanda Martins, Escalda, Beatriz Viana Ferreira, de Souza, Isabela Marques, de Vasconcelos, Laura Ferraz, Medeiros, Maria Eduarda Rodrigues, de Almeida, Thais Azevedo
Published in Infection control and hospital epidemiology (01.10.2020)
Published in Infection control and hospital epidemiology (01.10.2020)
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Journal Article
Artificial Neural Networks Applied to Prediction to Assess the Likelihood of Surgical Site Infection in Different Surgeries
Souza, Flávio, Couto, Braulio, Conceição, Felipe Leandro Andrade da, Silva, Gabriel Henrique Silvestre da, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio, Mendes, Julio Cesar, Rocha, Vladimir Alexei Rodrigues, Rocha, Ana Luiza de Oliveira, Silva, Breno Henrique Colares, Nascimento, Bruna Stella Vieira do, Dutra, Carolina Nunes, Gomes, Luiza Pedrosa, Vilaça, Maria Clara, Matias, Julia D. O., Araújo, Laís L. de, Rossati, Luaan S., Polidoro, Layna R.
Published in Infection control and hospital epidemiology (01.10.2020)
Published in Infection control and hospital epidemiology (01.10.2020)
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Journal Article
810. Cardiac Pacemaker Implantation Surgery: Automated Prediction of Surgical Site Infection
de Souza, Flávio Henrique Batista, Couto, Bráulio R G M, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, Rodrigues, Ana Clara Resende, E Silva, Camila Morais Oliveira, De Souza, Eduarda Viana, Melo, Júlia Faria, Assunção De Sá, Maria Cláudia, Silva, Walquíria Magalhães, Figueiredo, Gabriella Mourão Cerqueira, Colares, Jamile Doffénond, Junqueira, Ludmila Paula Guimarães, Reis, Maiara Cristina, Nobre, Mariana Ribeiro
Published in Open forum infectious diseases (04.12.2021)
Published in Open forum infectious diseases (04.12.2021)
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Journal Article
879. Artificial Neural Networks to Predict Infection in the Surgical Site in Patients over 70 Years Old
de Souza, Flávio Henrique Batista, Couto, Braulio Roberto Gonçalves Marinho, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, Rodrigues, Ana Clara Resende, Silva, Camila Morais Oliveira E, De Souza, Eduarda Viana, Melo, Júlia Faria, Assunção De Sá, Maria Cláudia, Silva, Walquíria Magalhães, Bastos, Bárbara Baptista, Teles, Daniela Girundi, Barrancos, José Victor, De Souza Junqueira, Júlia Teixeira, Garcia, Lívia Véo, Brito, Maria Thereza Alves
Published in Open forum infectious diseases (31.12.2020)
Published in Open forum infectious diseases (31.12.2020)
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Journal Article
895. Prediction of Occurrence for Surgical Site Infection in Infected Surgeries
de Souza, Flávio Henrique Batista, Couto, Braulio Roberto Gonçalves Marinho, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, Rodrigues, Ana Clara Resende, Silva, Camila Morais Oliveira E, De Souza, Eduarda Viana, Melo, Júlia Faria, De Sá, Maria Cláudia Assunção, Silva, Walquíria Magalhães, Lopes, Ana Luiza Afonso, Filho, Daniel Jacinto Mendonça, Gatti, Julie Caldeira, Mol, Lígia Maria Ottoni, Santana, Maria Paula Dias, Souto, Mateus Veloso, Vieira, Priscila
Published in Open forum infectious diseases (31.12.2020)
Published in Open forum infectious diseases (31.12.2020)
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Journal Article
880. Artificial Neural Networks to Predict Surgical Site Infection in Aorta Artery Aneurysm Correction
de Souza, Flávio Henrique Batista, Couto, Braulio Roberto Gonçalves Marinho, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, Rodrigues, Ana Clara Resende, Silva, Camila Morais Oliveira E, De Souza, Eduarda Viana, Melo, Júlia Faria, Assunção De Sá, Maria Cláudia, Silva, Walquíria Magalhães, Araujo, Allana Luiza Padilha, Magalhães, Bianca Braga, Caetano, Caio Vieira, Guerra, Carine Marina Dias, Braga, Giovanna Lima
Published in Open forum infectious diseases (31.12.2020)
Published in Open forum infectious diseases (31.12.2020)
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Journal Article
907. Technology and Medicine: Prediction of Surgical Site Infection in Clean Surgeries using Artificial Neural Networks
de Souza, Flávio Henrique Batista, Couto, Braulio Roberto Gonçalves Marinho, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, Rodrigues, Ana Clara Resende, Silva, Camila Morais Oliveira E, De Souza, Eduarda Viana, Melo, Júlia Faria, Assunção De Sá, Maria Cláudia, Silva, Walquíria Magalhães, Brant, Bruno Araujo, Carneiro, Flavia Cristina Barbosa, Ferreira, Maria Luiza Friche Passos, Oliveira, Nathália Trindade de Abreu, Costa, Nayara de Almeida, Tonaco, Vanessa de Carvalho
Published in Open forum infectious diseases (31.12.2020)
Published in Open forum infectious diseases (31.12.2020)
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Journal Article
897. Prediction of Surgical Site Infections in Colon Surgery in Belo Horizonte Hospitals
de Souza, Flávio Henrique Batista, Couto, Braulio Roberto Gonçalves Marinho, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, Rodrigues, Ana Clara Resende, Silva, Camila Morais Oliveira E, De Souza, Eduarda Viana, Melo, Júlia Faria, Assunção De Sá, Maria Cláudia, Silva, Walquíria Magalhães, Barnabé, Felipe Augusto Pereira, Cunha, Bruna Soares, Lemos, Júlia Ferreira, Da Fonseca, Laize Rodrigues, Vieira Júnior, Luciano Cunha, de Pinho, Vitor Barroso
Published in Open forum infectious diseases (31.12.2020)
Published in Open forum infectious diseases (31.12.2020)
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Journal Article
901. Risk Prediction for Surgical Site Infection in Patients Subject to Knee Arthroplasty Surgery
de Souza, Flávio Henrique Batista, Couto, Braulio Roberto Gonçalves Marinho, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, de Freitas, Caroline Martins, de Carvalho, Júlia Mileib, Alves, Laura Thompson, Melo, Luísa Gonçalves Costa, Freitas, Sophia Fernandes e, Guerra, Stella Assis, Rodrigues, Ana Clara Resende, Silva, Camila Morais Oliveira E, De Souza, Eduarda Viana, Melo, Júlia Faria, Assunção De Sá, Maria Cláudia, Silva, Walquíria Magalhães
Published in Open forum infectious diseases (31.12.2020)
Published in Open forum infectious diseases (31.12.2020)
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Journal Article
893. Occurrence’s Prediction of Surgical Site Infection in Limb Amputation Surgery
de Souza, Flávio Henrique Batista, Couto, Braulio Roberto Gonçalves Marinho, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, Rodrigues, Ana Clara Resende, Silva, Camila Morais Oliveira E, De Souza, Eduarda Viana, Melo, Júlia Faria, De Sá, Maria Cláudia Assunção, Silva, Walquíria Magalhães, Alves, Beatriz Izabel de Souza, Resende, Débora Mendes, Borges A., Guilherme Prata, Santos, Gustavo Ryan Martins, Xavier, João Paulo Silva Santos, Lacerda, Lucas de Paula, Silva, Maria Júlia Santos e
Published in Open forum infectious diseases (31.12.2020)
Published in Open forum infectious diseases (31.12.2020)
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Journal Article
896. Prediction of Surgical Site Infection Risk in Patients Undergoing Bariatric Surgery
de Souza, Flávio Henrique Batista, Couto, Braulio Roberto Gonçalves Marinho, da Conceição, Felipe Leandro Andrade, da Silva, Gabriel Henrique Silvestre, Dias, Igor Gonçalves, Rigueira, Rafael Vieira Magno, Pimenta, Gustavo Maciel, Martins, Maurilio B, Mendes, Júlio César O, Januário, Guilherme Brangioni, Oliveira, Rayane Thamires, de Vasconcelos, Laura Ferraz, de Araújo, Laís L, Rodrigues, Ana Clara Resende, Silva, Camila Morais Oliveira E, De Souza, Eduarda Viana, Melo, Júlia Faria, De Sá, Maria Cláudia Assunção, Silva, Walquíria Magalhães, Barbosa, Alicy Verônica Alves, Talim, Amanda Torres, Alcasar, Laura Daldegan, Avelar, Luiza Magalhaes, Neto, Marcella Brito Pinheiro Oliveira, Santos, Paula Araújo Pessoa, Porto, Vitoria Sturzeneker
Published in Open forum infectious diseases (31.12.2020)
Published in Open forum infectious diseases (31.12.2020)
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