Out-of-sample extension of diffusion maps in a computer aided diagnosis system. Application to breast cancer virtual slide images

Abstract

 Objectives of our work  Short term: to develop a CADS (VSI of breast cancer) 1) Building a knowledge database from expertised VS 2) Classifying new unknown VS  Mean term:  to be confident in the results (quality control)  to transpose the CADS to other tumoral cases  Materials, Road Map of the project  Results for out-of-sample Virtual Slides  Conclusion / Perspectives