Sharing Information to Reconstruct Patient-Specific Pathways in Heterogeneous Diseases
Anthony Gitter1, Alfredo Braunstein2, Andrea Pagnani3, Carlo Baldassi4, Christian Borgs5, Jennifer Chayes6, Riccardo Zecchina7, Ernest Fraenkel8
1Microsoft Research, Cambridge, 2Department of Biological Engineering, Massachusetts Institute of Technology, 3DISAT and Center for Computational Sciences, 4Human Genetics Foundation
Email: fraenkel-admin@mit.edu
Pacific Symposium on Biocomputing 19:39-50(2014)
Abstract
Development of a computational approach to account for heterogeneous data when inferring signaling pathways by sharing information across the samples.
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