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Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning.
Greenwald, Noah F; Miller, Geneva; Moen, Erick; Kong, Alex; Kagel, Adam; Dougherty, Thomas; Fullaway, Christine Camacho; McIntosh, Brianna J; Leow, Ke Xuan; Schwartz, Morgan Sarah; Pavelchek, Cole; Cui, Sunny; Camplisson, Isabella; Bar-Tal, Omer; Singh, Jaiveer; Fong, Mara; Chaudhry, Gautam; Abraham, Zion; Moseley, Jackson; Warshawsky, Shiri; Soon, Erin; Greenbaum, Shirley; Risom, Tyler; Hollmann, Travis; Bendall, Sean C; Keren, Leeat; Graf, William; Angelo, Michael; Van Valen, David.
Afiliação
  • Greenwald NF; Cancer Biology Program, Stanford University, Stanford, CA, USA.
  • Miller G; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Moen E; Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA.
  • Kong A; Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA.
  • Kagel A; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Dougherty T; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Fullaway CC; Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA.
  • McIntosh BJ; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Leow KX; Cancer Biology Program, Stanford University, Stanford, CA, USA.
  • Schwartz MS; Cancer Biology Program, Stanford University, Stanford, CA, USA.
  • Pavelchek C; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Cui S; Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA.
  • Camplisson I; Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA.
  • Bar-Tal O; Washington University School of Medicine in St. Louis, St. Louis, MO, USA.
  • Singh J; Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA.
  • Fong M; Department of Computer Science, Princeton University, Princeton, NJ, USA.
  • Chaudhry G; Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA.
  • Abraham Z; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel.
  • Moseley J; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Warshawsky S; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Soon E; Department of Cognitive, Linguistic and Psychological Sciences, Brown University, Providence, RI, USA.
  • Greenbaum S; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Risom T; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Hollmann T; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Bendall SC; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Keren L; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Graf W; Immunology Program, Stanford University, Stanford, CA, USA.
  • Angelo M; Department of Pathology, Stanford University, Stanford, CA, USA.
  • Van Valen D; Department of Pathology, Stanford University, Stanford, CA, USA.
Nat Biotechnol ; 40(4): 555-565, 2022 04.
Article em En | MEDLINE | ID: mdl-34795433
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article