Ahmed Abdulkadir

Summary

Country: Switzerland

Publications

  1. ncbi Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier
    Ahmed Abdulkadir
    Department of Psychiatry and Psychotherapy, Freiburg Brain Imaging, University Medical Center Freiburg, Freiburg, Germany
    Neuroimage 58:785-92. 2011
  2. ncbi Diagnostic neuroimaging across diseases
    Stefan Kloppel
    Department of Psychiatry and Psychotherapy, Section of Gerontopsychiatry and Neuropsychology, Freiburg Brain Imaging, University Medical Center Freiburg, Hauptstrasse 5, Freiburg, Germany
    Neuroimage 61:457-63. 2012
  3. ncbi Functional and structural MRI biomarkers to detect pre-clinical neurodegeneration
    Ahmed Abdulkadir
    Department of Psychiatry and Psychotherapy, Section of Gerontopsychiatry and Neuropsychology, Freiburg Brain Imaging, University Medical Center Freiburg, Freiburg, Germany
    Curr Alzheimer Res 10:125-34. 2013

Detail Information

Publications3

  1. ncbi Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier
    Ahmed Abdulkadir
    Department of Psychiatry and Psychotherapy, Freiburg Brain Imaging, University Medical Center Freiburg, Freiburg, Germany
    Neuroimage 58:785-92. 2011
    ..Furthermore, we show that the level of confidence in the performance estimation significantly depends on the size of the training sample, and hence should be taken into account in a clinical setting...
  2. ncbi Diagnostic neuroimaging across diseases
    Stefan Kloppel
    Department of Psychiatry and Psychotherapy, Section of Gerontopsychiatry and Neuropsychology, Freiburg Brain Imaging, University Medical Center Freiburg, Hauptstrasse 5, Freiburg, Germany
    Neuroimage 61:457-63. 2012
    ..Specifically, we discuss strategies to deal with disease heterogeneity, diagnostic uncertainties, a probabilistic framework for classification and multi-class classification approaches...
  3. ncbi Functional and structural MRI biomarkers to detect pre-clinical neurodegeneration
    Ahmed Abdulkadir
    Department of Psychiatry and Psychotherapy, Section of Gerontopsychiatry and Neuropsychology, Freiburg Brain Imaging, University Medical Center Freiburg, Freiburg, Germany
    Curr Alzheimer Res 10:125-34. 2013
    ..However, the lower variability and easier processing of the strucutral MRI data make latter the more useful tool for disease detection in a clinical setting...