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Topologically significant directed random walk with applied walker network in cancer environment

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dc.contributor.author Seah, Choon Sen
dc.contributor.author Kasim, Shahreen
dc.contributor.author Saedudin, Rd Rohmat
dc.contributor.author Md Fudzee, Mohd Farhan
dc.contributor.author Mohamad, Mohd Saberi
dc.contributor.author Hassan, Rohayanti
dc.contributor.author Ismail, Mohd Arfian
dc.date.accessioned 2022-12-06T04:39:55Z
dc.date.available 2022-12-06T04:39:55Z
dc.date.issued 2019-05-18
dc.identifier.citation Seah, C. S., Kasim, S., Saedudin, R. R., Fudzee, M., Farhan, M., Mohamad, M. S., ... & Ismail, M. A. (2019). Topologically significant directed random walk with applied walker network in cancer environment. Pakistan journal of pharmaceutical sciences, 32. en_US
dc.identifier.issn 1011-601X
dc.identifier.uri http://142.54.178.187:9060/xmlui/handle/123456789/14691
dc.description.abstract Numerous cancer studies have combined different datasets for the prognosis of patients. This study incorporated four networks for significant directed random walk (sDRW) to predict cancerous genes and risk pathways. The study investigated the feasibility of cancer prediction via different networks. In this study, multiple micro array data were analysed and used in the experiment. Six gene expression datasets were applied in four networks to study the effectiveness of the networks in sDRW in terms of cancer prediction. The experimental results showed that one of the proposed networks is outstanding compared to other networks. The network is then proposed to be implemented in sDRW as a walker network. This study provides a foundation for further studies and research on other networks. We hope these finding will improve the prognostic methods of cancer patients. en_US
dc.language.iso en en_US
dc.publisher Karachi: Faculty of Pharmacy & Pharmaceutical Sciences, Karachi en_US
dc.subject Significant directed random walk en_US
dc.subject cancer classification en_US
dc.subject gene expression dataset en_US
dc.subject walker network. en_US
dc.title Topologically significant directed random walk with applied walker network in cancer environment en_US
dc.type Article en_US


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