Personalized regression enables sample-specific pan-cancer analysis

Lengerich, BJ; Aragam, B; Xing, EP

Xing, EP (reprint author), Carnegie Mellon Univ, Dept Comp Sci, Pittsburgh, PA 15213 USA.; Xing, EP (reprint author), Carnegie Mellon Univ, Machine Learning Dept, Pittsburgh, PA 15213 USA.; Xing, EP (reprint author), Petuum Inc, Pittsburgh, PA 15222 USA.

BIOINFORMATICS, 2018; 34 (13): 178

Abstract

Motivation: In many applications, inter-sample heterogeneity is crucial to understanding the complex biological processes under study. For example, in......

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