Effects of Sample Size on Differential Gene Expression, Rank Order and Prediction Accuracy of a Gene Signature

• Cynthia Stretch,

  Affiliation Department of Oncology, University of Alberta, Cross Cancer Institute, Edmonton, Alberta, Canada

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• Sheehan Khan,

  Affiliation Department of Computing Science, University of Alberta, Edmonton, AB, Canada

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• Nasimeh Asgarian,

  Affiliations Department of Computing Science, University of Alberta, Edmonton, AB, Canada, Alberta Innovates Centre for Machine Learning, Edmonton, AB, Canada

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• Roman Eisner,

  Affiliations Department of Computing Science, University of Alberta, Edmonton, AB, Canada, Alberta Innovates Centre for Machine Learning, Edmonton, AB, Canada

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• Saman Vaisipour,

  Affiliations Department of Computing Science, University of Alberta, Edmonton, AB, Canada, Alberta Innovates Centre for Machine Learning, Edmonton, AB, Canada

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• Sambasivarao Damaraju,

  Affiliations Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada, Department of Oncology, University of Alberta, Cross Cancer Institute, Edmonton, Alberta, Canada

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• Kathryn Graham,

  Affiliation Department of Oncology, University of Alberta, Cross Cancer Institute, Edmonton, Alberta, Canada

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• Oliver F. Bathe,

  Affiliations Department of Oncology, University of Calgary, Calgary, Alberta, Canada, Department of Surgery, University of Calgary, Calgary, Alberta, Canada

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• Helen Steed,

  Affiliation Department of Oncology, University of Alberta, Cross Cancer Institute, Edmonton, Alberta, Canada

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• Russell Greiner,

  Affiliations Department of Computing Science, University of Alberta, Edmonton, AB, Canada, Alberta Innovates Centre for Machine Learning, Edmonton, AB, Canada

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• Vickie E. Baracos

  * E-mail: vickie.baracos@albertahealthservices.ca

  Affiliation Department of Oncology, University of Alberta, Cross Cancer Institute, Edmonton, Alberta, Canada

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