View in EDS

Evaluation of Deep Learning Convolutional Neural Networks for Classification of Carcinoma Ex Pleomorphic Adenoma and Pleomorphic Adenoma in Whole-Slide Images.

Saved in:
Bibliographic Details
Title: Evaluation of Deep Learning Convolutional Neural Networks for Classification of Carcinoma Ex Pleomorphic Adenoma and Pleomorphic Adenoma in Whole-Slide Images.
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
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41212424
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Evaluation of Deep Learning Convolutional Neural Networks for Classification of Carcinoma Ex Pleomorphic Adenoma and Pleomorphic Adenoma in Whole-Slide Images.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Nakamura+TCR%22">Nakamura TCR</searchLink>; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José Dos Campos, Brazil.<br /><searchLink fieldCode="AU" term="%22Sousa-Neto+SS%22">Sousa-Neto SS</searchLink>; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil.<br /><searchLink fieldCode="AU" term="%22Dos+Santos+GC%22">Dos Santos GC</searchLink>; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José Dos Campos, Brazil.<br /><searchLink fieldCode="AU" term="%22Giraldo-Roldán+D%22">Giraldo-Roldán D</searchLink>; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil.<br /><searchLink fieldCode="AU" term="%22Rangel+ALCA%22">Rangel ALCA</searchLink>; Universidade Estadual Do Oeste Do Paraná (UNIOESTE), Cascavel, Brazil.<br /><searchLink fieldCode="AU" term="%22Martins+MD%22">Martins MD</searchLink>; Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Brazil.<br /><searchLink fieldCode="AU" term="%22Martins+MAT%22">Martins MAT</searchLink>; Department of Oral Pathology, School of Dentistry, Federal University of Rio Grande Do Sul, Porto Alegre, Brazil.<br /><searchLink fieldCode="AU" term="%22Lopes+MA%22">Lopes MA</searchLink>; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil.<br /><searchLink fieldCode="AU" term="%22Kowalski+LP%22">Kowalski LP</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Santos-Silva+AR%22">Santos-Silva AR</searchLink>; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil.<br /><searchLink fieldCode="AU" term="%22Araújo+ALD%22">Araújo ALD</searchLink>; Head and Neck Surgery Department and LIM 28, University of Sao Paulo Medical School, São Paulo, Brazil. anna_luizaf5ph@hotmail.com.<br /><searchLink fieldCode="AU" term="%22Vargas+PA%22">Vargas PA</searchLink>; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas, Piracicaba, Brazil.<br /><searchLink fieldCode="AU" term="%22Moraes+MC%22">Moraes MC</searchLink>; Institute of Science and Technology, Federal University of São Paulo (ICT-UNIFESP), São José Dos Campos, Brazil.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101304010%22">Head and neck pathology</searchLink> [Head Neck Pathol] 2025 Nov 10; Vol. 19 (1), pp. 127. <i>Date of Electronic Publication: </i>2025 Nov 10.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Science%2B+Business+Media%22">Springer Science+ Business Media </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101304010 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1936-0568 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221936055X%22">1936055X </searchLink><i>NLM ISO Abbreviation: </i>Head Neck Pathol <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41212424
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s12105-025-01858-z
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 127
    Titles:
      – TitleFull: Evaluation of Deep Learning Convolutional Neural Networks for Classification of Carcinoma Ex Pleomorphic Adenoma and Pleomorphic Adenoma in Whole-Slide Images.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Nakamura TCR
      – PersonEntity:
          Name:
            NameFull: Sousa-Neto SS
      – PersonEntity:
          Name:
            NameFull: Dos Santos GC
      – PersonEntity:
          Name:
            NameFull: Giraldo-Roldán D
      – PersonEntity:
          Name:
            NameFull: Rangel ALCA
      – PersonEntity:
          Name:
            NameFull: Martins MD
      – PersonEntity:
          Name:
            NameFull: Martins MAT
      – PersonEntity:
          Name:
            NameFull: Lopes MA
      – PersonEntity:
          Name:
            NameFull: Kowalski LP
      – PersonEntity:
          Name:
            NameFull: Santos-Silva AR
      – PersonEntity:
          Name:
            NameFull: Araújo ALD
      – PersonEntity:
          Name:
            NameFull: Vargas PA
      – PersonEntity:
          Name:
            NameFull: Moraes MC
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 10
              M: 11
              Text: 2025 Nov 10
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1936-0568
          Numbering:
            – Type: volume
              Value: 19
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Head and neck pathology
              Type: main
ResultId 1