deepNF: deep network fusion for protein function prediction
Sign Up to like & getrecommendations! Published in 2018 at "Bioinformatics"
DOI: 10.1093/bioinformatics/bty440
Abstract: Motivation The prevalence of high‐throughput experimental methods has resulted in an abundance of large‐scale molecular and functional interaction networks. The connectivity of these networks provides a rich source of information for inferring functional annotations for… read more here.
Keywords: protein; network fusion; network; protein function ... See more keywords
Integrative Network Fusion: A Multi-Omics Approach in Molecular Profiling
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2020.01065
Abstract: Recent technological advances and international efforts, such as The Cancer Genome Atlas (TCGA), have made available several pan-cancer datasets encompassing multiple omics layers with detailed clinical information in large collection of samples. The need has… read more here.
Keywords: inf; multi; network fusion; integrative network ... See more keywords
Biomarker Identification through Multiomics Data Analysis of Prostate Cancer Prognostication Using a Deep Learning Model and Similarity Network Fusion
Sign Up to like & getrecommendations! Published in 2021 at "Cancers"
DOI: 10.3390/cancers13112528
Abstract: Simple Summary Around 30% of men treated with adjuvant therapy experience recurrences of prostate cancer (PC). Current monitoring of the relapse of PC requires regular postoperative prostate-specific antigen (PSA) value follow-up. Our study aims to… read more here.
Keywords: prostate; network fusion; value; similarity network ... See more keywords