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A Deep Learning Approach for Histology-Based Nucleus Segmentation and Tumor Microenvironment Characterization.
Rong, Ruichen; Sheng, Hudanyun; Jin, Kevin W; Wu, Fangjiang; Luo, Danni; Wen, Zhuoyu; Tang, Chen; Yang, Donghan M; Jia, Liwei; Amgad, Mohamed; Cooper, Lee A D; Xie, Yang; Zhan, Xiaowei; Wang, Shidan; Xiao, Guanghua.
Afiliação
  • Rong R; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas.
  • Sheng H; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas.
  • Jin KW; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas.
  • Wu F; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas.
  • Luo D; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas.
  • Wen Z; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas.
  • Tang C; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas.
  • Yang DM; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas.
  • Jia L; Department of Pathology, UT Southwestern Medical Center, Dallas, Texas.
  • Amgad M; Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • Cooper LAD; Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • Xie Y; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas; Department of Bioinformatics, UT Southwestern Medical Center, Dallas, Texas; Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas.
  • Zhan X; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas; Department of Bioinformatics, UT Southwestern Medical Center, Dallas, Texas; Center for the Genetics of Host Defense, UT Southwestern Medical Center, Dallas, Texas. El
  • Wang S; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas. Electronic address: Shidan.Wang@utsouthwestern.edu.
  • Xiao G; Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas; Department of Bioinformatics, UT Southwestern Medical Center, Dallas, Texas; Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas. Electr
Mod Pathol ; 36(8): 100196, 2023 08.
Article em En | MEDLINE | ID: mdl-37100227

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias da Mama / Aprendizado Profundo Tipo de estudo: Guideline Limite: Female / Humans Idioma: En Revista: Mod Pathol Assunto da revista: PATOLOGIA Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias da Mama / Aprendizado Profundo Tipo de estudo: Guideline Limite: Female / Humans Idioma: En Revista: Mod Pathol Assunto da revista: PATOLOGIA Ano de publicação: 2023 Tipo de documento: Article