Robust Selection of Cancer Survival Signatures from High-Throughput Genomic Data Using Two-Fold Subsampling

• Sangkyun Lee ,

  * E-mail: sangkyun.lee@tu-dortmund.de

  Affiliation Department of Computer Sciences, TU Dortmund University, Dortmund, Germany

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• Jörg Rahnenführer,

  Affiliation Department of Statistics, TU Dortmund University, Dortmund, Germany

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• Michel Lang,

  Affiliation Department of Statistics, TU Dortmund University, Dortmund, Germany

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• Katleen De Preter,

  Affiliation Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium

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• Pieter Mestdagh,

  Affiliation Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium

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• Jan Koster,

  Affiliation Department of Oncogenomics, Academic Medical Center, Amsterdam, the Netherlands

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• Rogier Versteeg,

  Affiliation Department of Oncogenomics, Academic Medical Center, Amsterdam, the Netherlands

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• Raymond L. Stallings,

  Affiliation Cancer Genetics, Royal College of Surgeons, Dublin, Ireland

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• Luigi Varesio,

  Affiliation Laboratory of Molecular Biology, Giannina Gaslini Institute, Genova, Italy

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• Shahab Asgharzadeh,

  Affiliation Hematology/Oncology, Children's Hospital Los Angeles, Los Angeles, California, United States of America

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• Johannes H. Schulte,

  Affiliations Department of Pediatric Oncology and Hematology, University Children's Hospital Essen, Essen, Germany, Centre for Medical Biotechnology, University Duisburg-Essen, Essen, Germany, Translational Neuro-Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany, German Cancer Consortium (DKTK), Heidelberg, Germany, German Cancer Research Center (DKFZ), Heidelberg, Germany

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• Kathrin Fielitz,

  Affiliation Department of Pediatric Oncology and Hematology, University Children's Hospital Essen, Essen, Germany

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• Melanie Schwermer,

  Affiliation Department of Pediatric Oncology and Hematology, University Children's Hospital Essen, Essen, Germany

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• Katharina Morik,

  Affiliation Department of Computer Sciences, TU Dortmund University, Dortmund, Germany

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• Alexander Schramm

  Affiliation Department of Pediatric Oncology and Hematology, University Children's Hospital Essen, Essen, Germany

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