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Drug Repurposing for Parkinson's Disease Using Random Walk With Restart Algorithm and the Parkinson's Disease Ontology Database
April 16, 2024, 4:42 a.m. | Pratham Kankariya, Rachita Rode, Kevin Mudaliar, Prof. Pranali Hatode
cs.LG updates on arXiv.org arxiv.org
Abstract: Parkinson's disease is a progressive and slowly developing neurodegenerative disease, characterized by dopaminergic neuron loss in the substantia nigra region of the brain. Despite extensive research by scientists, there is not yet a cure to this problem and the available therapies mainly help to reduce some of the Parkinson's symptoms. Drug repurposing (that is, the process of finding new uses for existing drugs) receives more appraisals as an efficient way that allows for reducing the …
abstract algorithm arxiv brain cs.lg cure database disease loss neurodegenerative disease neuron ontology parkinson parkinson's parkinson's disease q-bio.bm q-bio.qm random research scientists type
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