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RATIO-HYPOTHESIS-BASED FUZZY FUSION WITH APPLICATION TO CLASSIFICATION OF CELLULAR MORPHOLOGIES
Conference proceeding

RATIO-HYPOTHESIS-BASED FUZZY FUSION WITH APPLICATION TO CLASSIFICATION OF CELLULAR MORPHOLOGIES

Tuan D. Pham and Xiaobo Zhou
BIOSIGNALS 2010: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON BIO-INSPIRED SYSTEMS AND SIGNAL PROCESSING, pp.202-207
01/01/2010

Abstract

Engineering Engineering, Biomedical Engineering, Electrical & Electronic Life Sciences & Biomedicine Mathematical & Computational Biology Science & Technology Technology
Fusion of knowledge from multiple sources for pattern recognition has been an active area of research in many scientific disciplines. This paper presents a fuzzy version of a probabilistic fusion scheme, known as permanence-of-ratio-based combination, with application to analysis of cellular imaging for high-content screening. Classification of cellular phenotypes has been carried out to illustrate the usefulness of the permanence-of-ratio-based fuzzy fusion.

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