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

Autor: Sousa-Neto SS; Departmento de Diagnóstico Oral, Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, São Paulo, Brazil., Nakamura TCR; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José dos Campos, São Paulo, Brazil., Giraldo-Roldan D; Departmento de Diagnóstico Oral, Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, São Paulo, Brazil., Dos Santos GC; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José dos Campos, São Paulo, Brazil., Fonseca FP; Department of Oral Surgery and Pathology, School of Dentistry, Federal University of Minas Gerais (UFMG), Belo Horizonte, Minas Gerais, Brazil., de Cáceres CVBL; Department of Oral Surgery and Pathology, School of Dentistry, Federal University of Minas Gerais (UFMG), Belo Horizonte, Minas Gerais, Brazil., Rangel ALCA; Universidade Estadual Do Oeste Do Paraná (UNIOESTE), Cascavel, Paraná, Brazil., Martins MD; Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Rio Grande do Sul, Brazil., Martins MAT; Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Rio Grande do Sul, Brazil., Gabriel AF; Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Rio Grande do Sul, Brazil., Zanella VG; 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., Santos-Silva AR; Departmento de Diagnóstico Oral, Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, São Paulo, Brazil., Lopes MA; Departmento de Diagnóstico Oral, Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, São Paulo, Brazil., Kowalski LP; Department of Head and Neck Surgery and Otorhinolaryngology, A.C. Camargo Cancer Center, São Paulo, Brazil.; Head and Neck Surgery Department and LIM 28, University of São Paulo Medical School, São Paulo, Brazil., Araújo ALD; Head and Neck Surgery Department and LIM 28, University of São Paulo Medical School, São Paulo, Brazil., Moraes MC; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José dos Campos, São Paulo, Brazil., Vargas PA; Departmento de Diagnóstico Oral, Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, São Paulo, Brazil.

Publikováno v: Head & neck [Head Neck] 2024 Oct 27. Date of Electronic Publication: 2024 Oct 27.

Artificial intelligence and radiomics in the diagnosis of intraosseous lesions of the gnathic bones: A systematic review.

Autor: Giraldo-Roldán D; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, Brazil., Araújo ALD; Head and Neck Surgery Department, University of São Paulo Medical School (FMUSP), São Paulo, Brazil., Moraes MC; Department of Science and Technology, Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, Brazil., da Silva VM; Department of Science and Technology, Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, Brazil., Ribeiro ECC; Department of Science and Technology, Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, Brazil., Cerqueira M; Department of Computer Science, Institute of Mathematics and Computer Science (ICMC - USP), University of São Paulo, São Carlos, Brazil., Saldivia-Siracusa C; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, Brazil., Sousa-Neto SS; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, Brazil., Pérez-de-Oliveira ME; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, Brazil., Lopes MA; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, Brazil., Kowalski LP; Head and Neck Surgery Department, University of São Paulo Medical School (FMUSP), São Paulo, Brazil.; Department of Head and Neck Surgery and Otorhinolaryngology, A.C. Camargo Cancer Center, São Paulo, Brazil., de Carvalho ACPLF; Department of Computer Science, Institute of Mathematics and Computer Science (ICMC - USP), University of São Paulo, São Carlos, Brazil., Santos-Silva AR; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, Brazil., Vargas PA; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, Brazil.

Publikováno v: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology [J Oral Pathol Med] 2024 Aug; Vol. 53 (7), pp. 415-433. Date of Electronic Publication: 2024 May 28.

Oral manifestations of amyloidosis and the diagnostic applicability of oral tissue biopsy.

Autor: Tavares TS; Department of Oral Pathology and Surgery, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil., da Costa AAS; Department of Oral Pathology and Surgery, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil., Araújo ALD; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas, Campinas, SP, Brazil., de Souza LL; Oral Pathology Department, João de Barros Barreto University Hospital/Universidade Federal do Pará, Belém, PA, Brazil., Pascoaloti MIM; Department of Pathology, Biological Sciences Institute, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil., Bernardes VF; Department of Pathology, Biological Sciences Institute, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil., Aguiar MCF; Department of Oral Pathology and Surgery, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil., Vargas PA; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas, Campinas, SP, Brazil., Fonseca FP; Department of Oral Pathology and Surgery, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil., Pontes HAR; Oral Pathology Department, João de Barros Barreto University Hospital/Universidade Federal do Pará, Belém, PA, Brazil., Lopes MA; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas, Campinas, SP, Brazil., Santos-Silva AR; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas, Campinas, SP, Brazil., da Silva TA; Department of Oral Pathology and Surgery, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil., Caldeira PC; Department of Oral Pathology and Surgery, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Publikováno v: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology [J Oral Pathol Med] 2024 Jan; Vol. 53 (1), pp. 61-69. Date of Electronic Publication: 2023 Dec 28.

Deep learning applied to the histopathological diagnosis of ameloblastomas and ameloblastic carcinomas.

Autor: Giraldo-Roldan D; Department of Oral Diagnosis, Piracicaba Dental School, State University of Campinas, Piracicaba, Brazil., Ribeiro ECC; Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, Brazil., Araújo ALD; Head and Neck Surgery Department, University of São Paulo Medical School, São Paulo, Brazil., Penafort PVM; Department of Oral Diagnosis, Piracicaba Dental School, State University of Campinas, Piracicaba, Brazil., Silva VMD; Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, Brazil., Câmara J; Department of Pathology and Legal Medicine, School of Medicine, Federal University of Amazon, Manaus, Brazil., Pontes HAR; Oral Pathology, João de Barros Barreto University Hospital, Federal University of Pará, Belem, Brazil., Martins MD; Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil., Oliveira MC; Department of Health, State University of Feira de Santana (UEFS), Feira de Santana, Brazil., Santos-Silva AR; Department of Oral Diagnosis, Piracicaba Dental School, State University of Campinas, Piracicaba, Brazil., Lopes MA; Department of Oral Diagnosis, Piracicaba Dental School, State University of Campinas, Piracicaba, Brazil., Kowalski LP; Head and Neck Surgery Department, University of São Paulo Medical School, São Paulo, Brazil., Moraes MC; Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, Brazil., Vargas PA; Department of Oral Diagnosis, Piracicaba Dental School, State University of Campinas, Piracicaba, Brazil.

Publikováno v: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology [J Oral Pathol Med] 2023 Nov; Vol. 52 (10), pp. 988-995. Date of Electronic Publication: 2023 Sep 15.

Machine learning for the prediction of toxicities from head and neck cancer treatment: A systematic review with meta-analysis.

Autor: Araújo ALD; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil; Head and Neck Surgery Department, University of São Paulo Medical School (UFMUSP), São Paulo, São Paulo, Brazil., Moraes MC; Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, São Paulo, Brazil., Pérez-de-Oliveira ME; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil., Silva VMD; Institute of Science and Technology, Federal University of São Paulo (ICT-Unifesp), São José dos Campos, São Paulo, Brazil., Saldivia-Siracusa C; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil., Pedroso CM; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil., Lopes MA; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil., Vargas PA; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil., Kochanny S; Section of Hemathology/Oncology, Department of Medicine, University of Chicago, Chicago, IL, United States; University of Chicago Comprehensive Cancer Center, Chicago, Chicago, IL, United States., Pearson A; Section of Hemathology/Oncology, Department of Medicine, University of Chicago, Chicago, IL, United States; University of Chicago Comprehensive Cancer Center, Chicago, Chicago, IL, United States., Khurram SA; Unit of Oral and Maxillofacial Pathology, School of Clinical Dentistry, University of Sheffield, S10 2TA Sheffield, United Kingdom., Kowalski LP; Department of Head and Neck Surgery and Otorhinolaryngology, A.C. Camargo Cancer Center, São Paulo, Brazil; Head and Neck Surgery Department and LIM 28, University of São Paulo Medical School, São Paulo, Brazil., Migliorati CA; College of Dentistry, University of Florida, Gainesville, FL, United States., Santos-Silva AR; Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil. Electronic address: alan@unicamp.br.

Publikováno v: Oral oncology [Oral Oncol] 2023 May; Vol. 140, pp. 106386. Date of Electronic Publication: 2023 Apr 04.