DSpace Repository

Glioma Brain Cancer Classification Using Microarrays and Support Vector Machines

Show simple item record

dc.contributor.author Reyes, Edward Jedwin
dc.date.accessioned 2019-08-17T17:37:13Z
dc.date.available 2019-08-17T17:37:13Z
dc.date.issued 2018-06
dc.identifier.uri http://dspace.cas.upm.edu.ph:8080/xmlui/handle/123456789/464
dc.description.abstract Brain Cancer is a rare type of cancer that is classi ed based on their cell origin. Recent advancements in bioinformatics analysis enable us to develop molecularly defi ned classifi cations within tumors such as using microarrays. This study aims to construct a tool that would predict the existence of a glioma brain cancer using gene expression data, preprocess it, and classify its subtype using Support Vector Machines. This system would help in early detection of the disease and contribute to earlier treatment of the patient. en_US
dc.language.iso en en_US
dc.subject glioma brain cancer en_US
dc.subject glioma brain cancer classification en_US
dc.subject microarrays en_US
dc.subject gene expression data en_US
dc.subject data normalization en_US
dc.subject preprocessing en_US
dc.subject support vector machines en_US
dc.title Glioma Brain Cancer Classification Using Microarrays and Support Vector Machines en_US
dc.type Thesis en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record

Search DSpace


Advanced Search

Browse

My Account