Performance of a Convolutional Neural Network Versus Human in Classification of Oral Lesion Images
Year: 2025
Type: article
Language: en
Topic: Dental Radiography and Imaging
Authors and affiliations:
raw_author_name: Rita Fabiane Teixeira Gomes
raw_affiliation_strings: Department of Oral Pathology, Faculdade de Odontologia, Federal University of Rio Grande Do Sul - UFRGS, R. Ramiro Barcelos, 2492 - Santa Cecília, Porto Alegre, RS, 90035-004, Brazil. ritafabgomes@gmail.com
Department of Oral Pathology, Faculdade de Odontologia, Federal University of Rio Grande Do Sul - UFRGS, R. Ramiro Barcelos, 2492 - Santa Cecília, Porto Alegre, RS, 90035-004, Brazil
raw_author_name: Jean Schmith
raw_affiliation_strings: Polytechnic School, Unisinos University, São Leopoldo, Brazil
SENAI Innovation Institute for Sensor Systems (ISI-SIM), EMBRAPII Hardware Competence Center for Digital Agriculture, São Leopoldo, Brazil
raw_author_name: Rodrigo Marques de Figueiredo
raw_affiliation_strings: Polytechnic School, Unisinos University, São Leopoldo, Brazil
SENAI Innovation Institute for Sensor Systems (ISI-SIM), EMBRAPII Hardware Competence Center for Digital Agriculture, São Leopoldo, Brazil
raw_author_name: Samuel Armbrust Freitas
raw_affiliation_strings: Department of Applied Computing, University of Vale Do Rio Dos Sinos - UNISINOS, São Leopoldo, Brazil
raw_author_name: Giovanna Nunes Machado
raw_affiliation_strings: Polytechnic School, Unisinos University, São Leopoldo, Brazil
raw_author_name: Manoela Domingues Martins
raw_affiliation_strings: Department of Applied Computing, University of Vale Do Rio Dos Sinos - UNISINOS, São Leopoldo, Brazil
Department of Oral Pathology, Faculdade de Odontologia, Federal University of Rio Grande Do Sul - UFRGS, R. Ramiro Barcelos, 2492 - Santa Cecília, Porto Alegre, RS, 90035-004, Brazil
raw_author_name: Michelle Roxo-Gonçalves
raw_affiliation_strings: Department of Oral Pathology, Faculdade de Odontologia, Federal University of Rio Grande Do Sul - UFRGS, R. Ramiro Barcelos, 2492 - Santa Cecília, Porto Alegre, RS, 90035-004, Brazil
raw_author_name: Juliana Romanini
raw_affiliation_strings: Oral Medicine, Otorhinolaryngology Service, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Rio Grande Do Sul, Brazil
raw_author_name: Janete Dias Almeida
raw_affiliation_strings: Department of Biosciences and Oral Diagnostics, São Paulo State University, Campus São José Dos Campos, São Paulo, Brazil
raw_author_name: Cassius Torres Pereira
raw_affiliation_strings: Department of Stomatology, Federal University of Paraná, Curitiba, Brazil
raw_author_name: Jonas de Almeida Rodrigues
raw_affiliation_strings: Department of Surgery and Orthopaedics, Faculdade de Odontologia, Federal University of Rio Grande Do Sul - UFRGS, Porto Alegre, Brazil
raw_author_name: Vinicius Coelho Carrard
raw_affiliation_strings: Department of Oral Pathology, Faculdade de Odontologia, Federal University of Rio Grande Do Sul - UFRGS, R. Ramiro Barcelos, 2492 - Santa Cecília, Porto Alegre, RS, 90035-004, Brazil
Oral Medicine, Otorhinolaryngology Service, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Rio Grande Do Sul, Brazil
TelessaudeRS-UFRGS, Federal University of Rio Grande Do Sul, Porto Alegre, Rio Grande Do Sul, Brazil