A Deep Learning Onion Peeling Approach to Measure Oral Epithelium Layer Number.

Zhang, Xinyi; Gleber-Netto, Frederico O; Wang, Shidan; Jin, Kevin W; Yang, Donghan M; Gillenwater, Ann M; Myers, Jeffrey N; Ferrarotto, Renata; Pickering, Curtis R; Xiao, Guanghua

Zhang, Xinyi; Gleber-Netto, Frederico O; Wang, Shidan; Jin, Kevin W; Yang, Donghan M; Gillenwater, Ann M; Myers, Jeffrey N; Ferrarotto, Renata; Pickering, Curtis R; Xiao, Guanghua.

Afiliación

Zhang X; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, The University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
Gleber-Netto FO; Department of Head & Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
Wang S; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, The University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
Jin KW; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, The University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
Yang DM; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, The University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
Gillenwater AM; Department of Head & Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
Myers JN; Department of Head & Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
Ferrarotto R; Department of Thoracic Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
Pickering CR; Department of Surgery, Yale School of Medicine, New Haven, CT 06510, USA.
Xiao G; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, The University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.

Cancers (Basel) ; 15(15)2023 Jul 31.

Article en En | MEDLINE | ID: mdl-37568707

Palabras clave

deep learning; histology; medical image analysis; oral cavity and pharyngeal cancer; oral epithelium

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Guideline / Screening_studies Aspecto: Patient_preference Idioma: En Revista: Cancers (Basel) Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Suiza

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