Deep learning approach for cancer subtype classification using high-dimensional gene expression data

Deep learning approach for cancer subtype classification using high-dimensional gene expression data

Abstract Motivation Studies have shown that classifying cancer subtypes can provide valuable information for a range of cancer research, from aetiology and tumour biology to prognosis and personalized treatment. Current methods usually adopt gene expression data to perform cancer subtype classificat...

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Bibliographic Details
Main Authors: Jiquan Shen, Jiawei Shi, Junwei Luo, Haixia Zhai, Xiaoyan Liu, Zhengjiang Wu, Chaokun Yan, Huimin Luo
Format: Article
Language:English
Published: BMC 2022-10-01
Series:BMC Bioinformatics
Subjects:
Cancer subtype
Classification
Deep learning
Online Access:https://doi.org/10.1186/s12859-022-04980-9

Internet

https://doi.org/10.1186/s12859-022-04980-9

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