Monash University
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Drug repurposing using real-world data: a pharmacoepidemiologic approach

thesis
posted on 2024-12-19, 03:37 authored by Shao Qian Tan
My thesis explores how real-world data, collected from routine healthcare delivery, can be utilised to find new uses for existing drugs, a.k.a. drug repurposing. I reviewed previous studies and found that while many focused on testing specific drug repurposing ideas, newer methods like machine learning are utilised to generate new ideas. I conducted studies confirming that beta-blockers might help breast cancer patients and that cyclooxygenase-2 inhibitors could improve diabetes outcomes. I also demonstrated using innovative data mining techniques to identify potential new uses for glucose-lowering drugs. Overall, my research shows how we can leverage real-world data to advance drug repurposing efforts.

History

Campus location

Australia

Principal supervisor

Jenni Susanna Ilomaki

Additional supervisor 1

Jedidiah Indigo Morton

Additional supervisor 2

Erica K Sloan

Additional supervisor 3

Stephen J Wood

Year of Award

2024

Department, School or Centre

Centre for Medicine Use and Safety (CMUS)

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Pharmacy and Pharmaceutical Sciences

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