Non-negative matrix factorization model-based construction for molecular clustering and prognostic assessment of head and neck squamous carcinoma

Non-negative matrix factorization model-based construction for molecular clustering and prognostic assessment of head and neck squamous carcinoma

Purpose: We aimed at exploring the efficacy of non-negative matrix factorization (NMF) model-based clustering for prognostic assessment of head and neck squamous carcinoma (HNSCC). Methods: The transcriptome microarray data of HNSCC samples were downloaded from The Cancer Genome Atlas (TCGA) and the...

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Bibliographic Details
Main Authors: Xin-yu Li, Hong-bang An, Lu-yu Zhang, Hui Liu, Yu-chen Shen, Xi-tao Yang
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Heliyon
Subjects:
Cancer
Head and neck squamous carcinoma
Non-negative matrix
NMF
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844022013883

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http://www.sciencedirect.com/science/article/pii/S2405844022013883

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