Parkinson's Disease Diagnosis Using miRNA Biomarkers and Deep Learning

Parkinson's Disease Diagnosis Using miRNA Biomarkers and Deep Learning

Background: The current standard for Parkinson’s disease (PD) diagnosis is often imprecise and expensive. However, the dysregulation patterns of microRNA (miRNA) hold potential as a reliable and effective non-invasive diagnosis of PD. Methods: We use data mining to elucidate new miRNA biomarkers and...

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Bibliographic Details
Main Authors: Alex Kumar, Valentina L. Kouznetsova, Santosh Kesari, Igor F. Tsigelny
Format: Article
Language:English
Published: IMR Press 2024-01-01
Series:Frontiers in Bioscience-Landmark
Subjects:
machine learning
parkinson's disease
mirna biomarkers
neural networks
deep learning
Online Access:https://www.imrpress.com/journal/FBL/29/1/10.31083/j.fbl2901004

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https://www.imrpress.com/journal/FBL/29/1/10.31083/j.fbl2901004

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