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A deep learning model to predict RNA-Seq expression of tumours from whole slide images.
Schmauch, Benoît; Romagnoni, Alberto; Pronier, Elodie; Saillard, Charlie; Maillé, Pascale; Calderaro, Julien; Kamoun, Aurélie; Sefta, Meriem; Toldo, Sylvain; Zaslavskiy, Mikhail; Clozel, Thomas; Moarii, Matahi; Courtiol, Pierre; Wainrib, Gilles.
Affiliation
  • Schmauch B; Owkin Lab, Owkin, Inc., New York, NY, USA. benoit.schmauch@owkin.com.
  • Romagnoni A; Owkin Lab, Owkin, Inc., New York, NY, USA.
  • Pronier E; Owkin Lab, Owkin, Inc., New York, NY, USA.
  • Saillard C; Owkin Lab, Owkin, Inc., New York, NY, USA.
  • Maillé P; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers", Créteil, France.
  • Calderaro J; APHP, Department of Pathology, Hôpital Henri Mondor, Université Paris-Est, Créteil, France.
  • Kamoun A; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers", Créteil, France.
  • Sefta M; APHP, Department of Pathology, Hôpital Henri Mondor, Université Paris-Est, Créteil, France.
  • Toldo S; Owkin Lab, Owkin, Inc., New York, NY, USA.
  • Zaslavskiy M; Owkin Lab, Owkin, Inc., New York, NY, USA.
  • Clozel T; Owkin Lab, Owkin, Inc., New York, NY, USA.
  • Moarii M; Owkin Lab, Owkin, Inc., New York, NY, USA.
  • Courtiol P; Owkin Lab, Owkin, Inc., New York, NY, USA.
  • Wainrib G; Owkin Lab, Owkin, Inc., New York, NY, USA.
Nat Commun ; 11(1): 3877, 2020 08 03.
Article in En | MEDLINE | ID: mdl-32747659
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Gene Expression Regulation, Neoplastic / Computational Biology / Deep Learning / RNA-Seq / Neoplasms Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Nat Commun Journal subject: BIOLOGIA / CIENCIA Year: 2020 Document type: Article Affiliation country: Country of publication:
Fulltext
Add to My VHL
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Gene Expression Regulation, Neoplastic / Computational Biology / Deep Learning / RNA-Seq / Neoplasms Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Nat Commun Journal subject: BIOLOGIA / CIENCIA Year: 2020 Document type: Article Affiliation country: Country of publication: