A Review of Random Walk-Based Method for the Identification of Disease Genes and Disease Modules

A Review of Random Walk-Based Method for the Identification of Disease Genes and Disease Modules

Traditional techniques for identifying disease genes and disease modules involve high-cost clinical experiments and unpredictable time consumption for analysis. Network-based computational approaches usually focus on the systematic study of molecular networks to predict the associations between dise...

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Bibliographic Details
Main Authors: Tay Xin Hui, Shahreen Kasim, Mohd Farhan Md. Fudzee, Tole Sutikno, Rohayanti Hassan, Izzatdin Abdul Aziz, Mohd Hilmi Hasan, Jafreezal Jaafar, Metab Alharbi, Seah Choon Sen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Random walk
disease gene prediction
disease module identification
disease-gene prioritisation
biological network
Online Access:https://ieeexplore.ieee.org/document/10286485/

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