CEPICS: A Comparison and Evaluation Platform for Integration Methods in Cancer Subtyping-Reference-Cited by-同舟云学术

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CEPICS: A Comparison and Evaluation Platform for Integration Methods in Cancer Subtyping

Published:2019-10-08 Issue: Volume:10 Page:
ISSN:1664-8021
Container-title:Frontiers in Genetics
language:
Short-container-title:Front. Genet.

Author:

Duan Ran,Gao Lin,Xu Han,Song Kuo,Hu Yuxuan,Wang Hongda,Dong Yongqiang,Zhang Chenxing,Jia Songwei

Funder

National Natural Science Foundation of China

Publisher

Frontiers Media SA

Subject

Genetics (clinical),Genetics,Molecular Medicine

Reference24 articles.

1. Methods for the integration of multi-omics data: mathematical aspects;Bersanelli;BMC Bioinf.,2016

2. Network-based integration of multi-omics data for prioritizing cancer genes;Dimitrakopoulos;Bioinformatics,2018

3. A prediction-based resampling method for estimating the number of clusters in a dataset;Dudoit;Genome Biol.,2002

4. Improvement of cancer subtype prediction by incorporating transcriptome expression data and heterogeneous biological networks;Guo;BMC Med. Genomics,2018

5. Network-based stratification of tumor mutations;Hofree;Nat. Methods,2013

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1. Deep multi-omics integration by learning correlation-maximizing representation identifies prognostically stratified cancer subtypes;Bioinformatics Advances;2023-01-01

2. FLONE: fully Lorentz network embedding for inferring novel drug targets;Bioinformatics Advances;2023-01-01

3. Multiview Robust Graph-Based Clustering for Cancer Subtype Identification;IEEE/ACM Transactions on Computational Biology and Bioinformatics;2023-01-01

4. Multi-omics peripheral and core regions of cancer;npj Systems Biology and Applications;2022-11-29

5. Evaluation and comparison of multi-omics data integration methods for cancer subtyping;PLOS Computational Biology;2021-08-12

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