Evaluation of Deep Learning Convolutional Neural Networks for Classification of Carcinoma Ex Pleomorphic Adenoma and Pleomorphic Adenoma in Whole-Slide Images.
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| Title: | Evaluation of Deep Learning Convolutional Neural Networks for Classification of Carcinoma Ex Pleomorphic Adenoma and Pleomorphic Adenoma in Whole-Slide Images. |
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| Authors: | Nakamura TCR; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José Dos Campos, Brazil., Sousa-Neto SS; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil., Dos Santos GC; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José Dos Campos, Brazil., Giraldo-Roldán D; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil., Rangel ALCA; Universidade Estadual Do Oeste Do Paraná (UNIOESTE), Cascavel, Brazil., Martins MD; Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Brazil., Martins MAT; Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Brazil., Lopes MA; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, 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 Sao Paulo Medical School, São Paulo, Brazil., Santos-Silva AR; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil., Araújo ALD; Head and Neck Surgery Department and LIM 28, University of Sao Paulo Medical School, São Paulo, Brazil. anna_luizaf5ph@hotmail.com., Vargas PA; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil., Moraes MC; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José Dos Campos, Brazil. |
| Source: | Head and neck pathology [Head Neck Pathol] 2025 Nov 10; Vol. 19 (1), pp. 127. Date of Electronic Publication: 2025 Nov 10. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Science+ Business Media Country of Publication: United States NLM ID: 101304010 Publication Model: Electronic Cited Medium: Internet ISSN: 1936-0568 (Electronic) Linking ISSN: 1936055X NLM ISO Abbreviation: Head Neck Pathol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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