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Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts.
Schiff, Lauren; Migliori, Bianca; Chen, Ye; Carter, Deidre; Bonilla, Caitlyn; Hall, Jenna; Fan, Minjie; Tam, Edmund; Ahadi, Sara; Fischbacher, Brodie; Geraschenko, Anton; Hunter, Christopher J; Venugopalan, Subhashini; DesMarteau, Sean; Narayanaswamy, Arunachalam; Jacob, Selwyn; Armstrong, Zan; Ferrarotto, Peter; Williams, Brian; Buckley-Herd, Geoff; Hazard, Jon; Goldberg, Jordan; Coram, Marc; Otto, Reid; Baltz, Edward A; Andres-Martin, Laura; Pritchard, Orion; Duren-Lubanski, Alyssa; Daigavane, Ameya; Reggio, Kathryn; Nelson, Phillip C; Frumkin, Michael; Solomon, Susan L; Bauer, Lauren; Aiyar, Raeka S; Schwarzbach, Elizabeth; Noggle, Scott A; Monsma, Frederick J; Paull, Daniel; Berndl, Marc; Yang, Samuel J; Johannesson, Bjarki.
Afiliação
  • Schiff L; Google Research, Mountain View, CA, USA.
  • Migliori B; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Chen Y; Google Research, Mountain View, CA, USA.
  • Carter D; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Bonilla C; Google Research, Mountain View, CA, USA.
  • Hall J; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Fan M; Google Research, Mountain View, CA, USA.
  • Tam E; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Ahadi S; Google Research, Mountain View, CA, USA.
  • Fischbacher B; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Geraschenko A; Google Research, Mountain View, CA, USA.
  • Hunter CJ; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Venugopalan S; Google Research, Mountain View, CA, USA.
  • DesMarteau S; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Narayanaswamy A; Google Research, Mountain View, CA, USA.
  • Jacob S; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Armstrong Z; Google Research, Mountain View, CA, USA.
  • Ferrarotto P; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Williams B; Google Research, Mountain View, CA, USA.
  • Buckley-Herd G; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Hazard J; Google Research, Mountain View, CA, USA.
  • Goldberg J; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Coram M; Google Research, Mountain View, CA, USA.
  • Otto R; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Baltz EA; Google Research, Mountain View, CA, USA.
  • Andres-Martin L; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Pritchard O; Google Research, Mountain View, CA, USA.
  • Duren-Lubanski A; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Daigavane A; Google Research, Mountain View, CA, USA.
  • Reggio K; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Nelson PC; Google Research, Mountain View, CA, USA.
  • Frumkin M; Google Research, Mountain View, CA, USA.
  • Solomon SL; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Bauer L; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Aiyar RS; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Schwarzbach E; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Noggle SA; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Monsma FJ; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Paull D; The New York Stem Cell Foundation Research Institute, New York, NY, USA.
  • Berndl M; Google Research, Mountain View, CA, USA. marcberndl@google.com.
  • Yang SJ; Google Research, Mountain View, CA, USA. samuely@google.com.
  • Johannesson B; The New York Stem Cell Foundation Research Institute, New York, NY, USA. johannesson.bjarki@gmail.com.
Nat Commun ; 13(1): 1590, 2022 03 25.
Article em En | MEDLINE | ID: mdl-35338121
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doença de Parkinson / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Revista: Nat Commun Assunto da revista: BIOLOGIA / CIENCIA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
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PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doença de Parkinson / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Revista: Nat Commun Assunto da revista: BIOLOGIA / CIENCIA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos