Combining Pathway Identification and Breast Cancer Survival Prediction via Screening-Network Methods

Combining Pathway Identification and Breast Cancer Survival Prediction via Screening-Network Methods

Breast cancer is one of the most common invasive tumors causing high mortality among women. It is characterized by high heterogeneity regarding its biological and clinical characteristics. Several high-throughput assays have been used to collect genome-wide information for many patients in large col...

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Bibliographic Details
Main Authors: Antonella Iuliano, Annalisa Occhipinti, Claudia Angelini, Italia De Feis, Pietro Liò
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-06-01
Series:Frontiers in Genetics
Subjects:
breast cancer
cox regression
high-dimensionality
network-penalized methods
screening techniques
survival analysis
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2018.00206/full

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