Here some basic concepts of Statistical Shape Analysis are introduced and applied to a specific problem: automatic recognition and classification of cells coming from tumor tissues, from their nuclear profiles. The technique here described is commonly used for the description of the mean geometrical characteristics of families of random objects and their statistical analysis. It may be used as an alternative (or in addition) to the study of the fractal dimension of the contour of the objects.
Statistical Shape Analysis applied to Automatic Classification / A. Micheletti - In: Industry Days 2003-2004 / D. Aquilano, M. Bezzi, V. Capasso, A. Micheletti, G. Naldi, T. Nieus, O. Rizzo, M. Sala. - Bologna : Societa' Editrice Esculapio, 2005. - ISBN 88-7488-109-6. - pp. 91-100 (( convegno Random Geometries in Biomedicine - Miriam Industry Days tenutosi a Milano nel 2004.
Statistical Shape Analysis applied to Automatic Classification
A. Micheletti
2005
Abstract
Here some basic concepts of Statistical Shape Analysis are introduced and applied to a specific problem: automatic recognition and classification of cells coming from tumor tissues, from their nuclear profiles. The technique here described is commonly used for the description of the mean geometrical characteristics of families of random objects and their statistical analysis. It may be used as an alternative (or in addition) to the study of the fractal dimension of the contour of the objects.
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