Deep learning approaches to predict drug responses in cancer using a multi-omics approach

Cancers are genetically heterogeneous, and therefore the same anti-cancer drug may have varying degrees of effectiveness on patients due to their different genetic profiles. Oftentimes, it is a trial and error process and patients have to try many different anti-cancers drugs that not are only ineff...

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Bibliographic Details
Main Author: Lyu, Xintong
Other Authors: Jagath C Rajapakse
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/141846