A review of random walk-based method for the identification of disease genes and disease modules.

• Main Authors: Hui, Tay Xin, Kasim, Shahreen, Md. Fudzee, Mohd. Farhan, Sutikno, Tole, Hassan, Rohayanti, Abdul Aziz, Izzatdin, Hasan, Mohd. Hilmi, Jaafar, Jafreezal, Alharbi, Metab, Sen, Seah Choon
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2023
• Subjects: T Technology (General); TK7885-7895 Computer engineer. Computer hardware
• Online Access: http://eprints.utm.my/104908/1/RohayantiHassan2023_AReviewofRandomWalkBasedMethod.pdf; http://eprints.utm.my/104908/; http://dx.doi.org/10.1109/ACCESS.2023.3324985

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...