Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
نویسندگان
چکیده
An original strategy is presented, combining stereological sampling methods based on test grids and data reduction methods based on diffusion maps, in order to build a knowledge image database with no bias introduced by a subjective choice of exploration areas. The practical application of the exposed methodology concerns virtual slides of breast tumors.
منابع مشابه
Out-of-sample extension of diffusion maps in a computer aided diagnosis system. Application to breast cancer virtual slide images
Introduction While the pathologist population tends to dramatically drop, the number of pathological cases to be examined increases sharply, mainly due to early screening campaigns; developing automated systems would thus be useful to help pathologists in their daily work. As Virtual Microscopy (VM) is more and more introduced in pathology departments [1] where it holds immense potential despit...
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عنوان ژورنال:
دوره 6 شماره
صفحات -
تاریخ انتشار 2011