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  1. Chapter and Conference Paper

    Combining Surface and Fiber Geometry: An Integrated Approach to Brain Morphology

    Despite the fact that several theories link cortical development and function to the development of white matter and its geometrical structure, the relationship between gray and white matter morphology has not...

    Peter Savadjiev, Yogesh Rathi, Sylvain Bouix… in Medical Image Computing and Computer-Assis… (2013)

    Download PDF (314 KB)

  2. Chapter and Conference Paper

    Connectivity Subnetwork Learning for Pathology and Developmental Variations

    Network representation of brain connectivity has provided a novel means of investigating brain changes arising from pathology, development or aging. The high dimensionality of these networks demands methods th...

    Yasser Ghanbari, Alex R. Smith… in Medical Image Computing and Computer-Assis… (2013)

    Download PDF (514 KB)

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    Chapter and Conference Paper

    Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering

    The clustering of fibers into bundles is an important task in studying the structure and function of white matter. Existing technology mostly relies on geometrical features, such as the shape of fibers, and th...

    Birkan Tunç, Alex R. Smith, Demian Wasserman… in Information Processing in Medical Imaging (2013)

  4. Chapter and Conference Paper

    Identifying Sub-Populations via Unsupervised Cluster Analysis on Multi-Edge Similarity Graphs

    Pathologies like autism and schizophrenia are a broad set of disorders with multiple etiologies in the same diagnostic category. This paper presents a method for unsupervised cluster analysis using multi-edge ...

    Madhura Ingalhalikar, Alex R. Smith… in Medical Image Computing and Computer-Assis… (2012)

    Download PDF (1119 KB)