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A machine learning model for separating epithelial and stromal regions in oral cavity squamous cell carcinomas using H&E-stained histology images: A multi-center, retrospective study.
Wu, Yuxin; Koyuncu, Can F; Toro, Paula; Corredor, German; Feng, Qianyu; Buzzy, Christina; Old, Matthew; Teknos, Theodoros; Connelly, Stephen Thaddeus; Jordan, Richard C; Lang Kuhs, Krystle A; Lu, Cheng; Lewis, James S; Madabhushi, Anant.
Afiliação
  • Wu Y; Shandong Junteng Medical Technology Co., Ltd, Jinan, China; College of Computer Science, Shaanxi Normal University, Xian, China.
  • Koyuncu CF; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA; Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA.
  • Toro P; Department of Pathology, Cleveland Clinic, OH, USA.
  • Corredor G; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA; Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA.
  • Feng Q; College of Computer Science, Shaanxi Normal University, Xian, China.
  • Buzzy C; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA.
  • Old M; Department of Otolaryngology, Ohio State University Medical Center, OH, USA.
  • Teknos T; Department of Otolaryngology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA.
  • Connelly ST; Department of Oral and Maxillofacial Surgery, San Francisco Veterans Affairs Health Care System, University of California, San Francisco, San Francisco, CA, USA.
  • Jordan RC; Departments of Orofacial Sciences, Pathology and Radiation Oncology, University of California San Francisco, CA, USA.
  • Lang Kuhs KA; Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, KY, USA; Department of Medicine, Vanderbilt University Medical Cancer, Nashville, TN, USA.
  • Lu C; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA. Electronic address: cxl884@case.edu.
  • Lewis JS; Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA. Electronic address: james.lewis@vumc.org.
  • Madabhushi A; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA; Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA. Electronic address: anant.madabhushi@case.edu.
Oral Oncol ; 131: 105942, 2022 08.
Article em En | MEDLINE | ID: mdl-35689952
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Bucais / Carcinoma de Células Escamosas / Aprendizado Profundo / Neoplasias de Cabeça e Pescoço Tipo de estudo: Guideline / Observational_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Oral Oncol Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Bucais / Carcinoma de Células Escamosas / Aprendizado Profundo / Neoplasias de Cabeça e Pescoço Tipo de estudo: Guideline / Observational_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Oral Oncol Ano de publicação: 2022 Tipo de documento: Article