Research Focus

Former Employee. Medical Physics; NE Agency Contingent

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1. Impact of image preprocessing on the scanner dependence of multi-parametric MRI radiomic features and covariate shift in multi-institutional glioblastoma datasets

   Journal Article

   Um, H.; Tixier, F.; Bermudez, D.; Deasy, J. O.; Young, R. J.; Veeraraghavan, H.
   Physics in Medicine and Biology (2019)

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2. Preoperative MRI-radiomics features improve prediction of survival in glioblastoma patients over MGMT methylation status alone

   Journal Article

   Tixier, F.; Um, H.; Bermudez, D.; Iyer, A.; Apte, A.; Graham, M. S.; Nevel, K. S.; Deasy, J. O.; Young, R. J.; Veeraraghavan, H.
   Oncotarget (2019)

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3. Impact of image preprocessing methods on the robustness of MRI-based radiomic classifiers for glioblastoma

   Meeting Abstract

   Um, H.; Tixier, F.; Bermudez, D.; Iyer, A.; Apte, A.; Deasy, J.; Mellinghoff, I.; Young, R.; Veeraraghavan, H.
   Medical Physics (2018)

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