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Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.
Warnat-Herresthal, Stefanie; Perrakis, Konstantinos; Taschler, Bernd; Becker, Matthias; Baßler, Kevin; Beyer, Marc; Günther, Patrick; Schulte-Schrepping, Jonas; Seep, Lea; Klee, Kathrin; Ulas, Thomas; Haferlach, Torsten; Mukherjee, Sach; Schultze, Joachim L.
Affiliation
  • Warnat-Herresthal S; LIMES-Institute, Department for Genomics and Immunoregulation, University of Bonn, Carl-Troll-Str. 31, 53115 Bonn, Germany.
  • Perrakis K; Statistics and Machine Learning, German Center for Neurodegenerative Diseases, Venusberg-Campus 1, Building 99, 53127 Bonn, Germany.
  • Taschler B; Statistics and Machine Learning, German Center for Neurodegenerative Diseases, Venusberg-Campus 1, Building 99, 53127 Bonn, Germany.
  • Becker M; PRECISE Platform for Single Cell Genomics and Epigenomics, German Center for Neurodegenerative Diseases and the University of Bonn, Venusberg-Campus 1, Building 99, 53127 Bonn, Germany.
  • Baßler K; LIMES-Institute, Department for Genomics and Immunoregulation, University of Bonn, Carl-Troll-Str. 31, 53115 Bonn, Germany.
  • Beyer M; Molecular Immunology in Neurodegeneration, German Center for Neurodegenerative Diseases, Venusberg-Campus 1, Building 99, 53127 Bonn, Germany; PRECISE Platform for Single Cell Genomics and Epigenomics, German Center for Neurodegenerative Diseases and the University of Bonn, Venusberg-Campus 1, Build
  • Günther P; LIMES-Institute, Department for Genomics and Immunoregulation, University of Bonn, Carl-Troll-Str. 31, 53115 Bonn, Germany.
  • Schulte-Schrepping J; LIMES-Institute, Department for Genomics and Immunoregulation, University of Bonn, Carl-Troll-Str. 31, 53115 Bonn, Germany.
  • Seep L; LIMES-Institute, Department for Genomics and Immunoregulation, University of Bonn, Carl-Troll-Str. 31, 53115 Bonn, Germany.
  • Klee K; LIMES-Institute, Department for Genomics and Immunoregulation, University of Bonn, Carl-Troll-Str. 31, 53115 Bonn, Germany.
  • Ulas T; LIMES-Institute, Department for Genomics and Immunoregulation, University of Bonn, Carl-Troll-Str. 31, 53115 Bonn, Germany.
  • Haferlach T; MLL, Münchner Leukämielabor GmbH, Max-Lebsche-Platz 31, 81377 München, Germany.
  • Mukherjee S; Statistics and Machine Learning, German Center for Neurodegenerative Diseases, Venusberg-Campus 1, Building 99, 53127 Bonn, Germany. Electronic address: sach.mukherjee@dzne.de.
  • Schultze JL; LIMES-Institute, Department for Genomics and Immunoregulation, University of Bonn, Carl-Troll-Str. 31, 53115 Bonn, Germany; PRECISE Platform for Single Cell Genomics and Epigenomics, German Center for Neurodegenerative Diseases and the University of Bonn, Venusberg-Campus 1, Building 99, 53127 Bonn,
iScience ; 23(1): 100780, 2020 Jan 24.
Article in En | MEDLINE | ID: mdl-31918046
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: IScience Year: 2020 Document type: Article Affiliation country: Germany Country of publication: United States
Fulltext
Add to My VHL
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: IScience Year: 2020 Document type: Article Affiliation country: Germany Country of publication: United States