Technical Report CS-2008-07

TR#:CS-2008-07
Class:CS
Title: Breast Cancer Diagnosis From Biopsy Images Using Generic Features and SVMs
Authors: Alexander Brook, Ran El-Yaniv, Eran Isler, Ron Kimmel, Ron Meir, Dori Peleg
PDFCS-2008-07.pdf
Abstract: A fully automatic method for breast cancer diagnosis based on microscopic biopsy images is presented. The method achieves high recognition rates by applying multi-class support vector machines on generic feature vectors that are based on level-set statistics of the images. We also consider the problem of classification with rejection and show preliminary results that point to the potential benefits.

CopyrightThe above paper is copyright by the Technion, Author(s), or others. Please contact the author(s) for more information

Remark: Any link to this technical report should be to this page (http://www.cs.technion.ac.il/users/wwwb/cgi-bin/tr-info.cgi/2008/CS/CS-2008-07), rather than to the URL of the PDF files directly. The latter URLs may change without notice.

To the list of the CS technical reports of 2008
To the main CS technical reports page

Computer science department, Technion
admin