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  1.  34
    Mindfulness Starts with the Body: Somatosensory Attention and Top-Down Modulation of Cortical Alpha Rhythms in Mindfulness Meditation.Catherine E. Kerr, Matthew D. Sacchet, Sara W. Lazar, Christopher I. Moore & Stephanie R. Jones - 2013 - Frontiers in Human Neuroscience 7.
  2.  36
    Fusiform Gyrus Dysfunction is Associated with Perceptual Processing Efficiency to Emotional Faces in Adolescent Depression: A Model-Based Approach.Tiffany C. Ho, Shunan Zhang, Matthew D. Sacchet, Helen Weng, Colm G. Connolly, Eva Henje Blom, Laura K. M. Han, Nisreen O. Mobayed & Tony T. Yang - 2016 - Frontiers in Psychology 7.
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  3. Support Vector Machines and Affective Science.Chris H. Miller, Matthew D. Sacchet & Ian H. Gotlib - forthcoming - Emotion Review:175407392093078.
    Support vector machines are being used increasingly in affective science as a data-driven classification method and feature reduction technique. Whereas traditional statistical methods typically compare group averages on selected variables, SVMs use a predictive algorithm to learn multivariate patterns that optimally discriminate between groups. In this review, we provide a framework for understanding the methods of SVM-based analyses and summarize the findings of seminal studies that use SVMs for classification or data reduction in the behavioral and neural study of emotion (...)
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