Integrating Data Mining, Deep Learning, and Gene Ontology Analysis for Gene Expression-Based Disease Diagnosis Systems

Integrating Data Mining, Deep Learning, and Gene Ontology Analysis for Gene Expression-Based Disease Diagnosis Systems

The manuscript details the outcomes of a comprehensive study on the application of cluster-bicluster analysis, gene ontology analysis, and convolutional neural network (CNN) for diagnosing cancer and Alzheimer’s disease using gene expression data derived from both DNA microarray experimen...

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Bibliographic Details
Main Authors: Sergii Babichev, Igor Liakh, Jiri Skvor
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Gene expression data
gene ontology analysis
clustering
biclustering
convolutional neural network
Bayes optimization
Online Access:https://ieeexplore.ieee.org/document/10857291/
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