Development and Evaluation of a Convolutional Neural Network for Microscopic Diagnosis Between Pleomorphic Adenoma and Carcinoma Ex-Pleomorphic Adenoma.

Abstract

Authors

• Sebastião Silvério Sousa-Neto
  Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, Brazil.
• Thaís Cerqueira Reis Nakamura
  Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José dos Campos, São Paulo, Brazil.
• Daniela Giraldo-Roldán
  Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (FOP-UNICAMP), Piracicaba, São Paulo, Brazil.
• Giovanna Calabrese Dos Santos
  Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São Paulo, Brazil.
• Felipe Paiva Fonseca
  Department of Oral Surgery and Pathology, School of Dentistry, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil.
• Cinthia Verónica Bardález López de Cáceres
  Department of Oral Surgery and Pathology, School of Dentistry, Federal University of Minas Gerais (UFMG), Belo Horizonte, Minas Gerais, Brazil.
• Ana Lúcia Carrinho Ayroza Rangel
  Universidade Estadual Do Oeste Do Paraná (UNIOESTE), Cascavel, Paraná, Brazil.
• Manoela Domingues Martins
  Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil.
• Marco Antonio Trevizani Martins
  Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
• Amanda De Farias Gabriel
  Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
• Virgilio Gonzales Zanella
  Department of Head and Neck Surgery, Santa Rita Hospital, Federal University of Health Sciences of Porto Alegre (UFCSPA), Porto Alegre, Rio Grande do Sul, Brazil.
• Alan Roger Santos-Silva
  Oral Diagnosis Department (Pathology and Semiology), Piracicaba Dental School, University of Campinas, Piracicaba, Brazil.
• Márcio Ajudarte Lopes
  Oral Diagnosis Department (Pathology and Semiology), Piracicaba Dental School, University of Campinas, Piracicaba, Brazil.
• Luiz Paulo Kowalski
  Department of Head and Neck Surgery and Otorhinolaryngology, AC Camargo Cancer Center, Sao Paulo, Brazil.
• Anna Luíza Damaceno Araújo
  Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (FOP-UNICAMP), Piracicaba, São Paulo, Brazil.
• Matheus Cardoso Moraes
  Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, São Paulo, Brazil.
• Pablo Agustin Vargas
  Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (FOP-UNICAMP), Piracicaba, São Paulo, Brazil.

Keywords

External Resources