Integrative multi-omics and network-based machine learning for early diagnosis of Parkinson’s disease

20261 citationsJournal Articlegold Open Access

Authors

Wei Liu · First Affiliated Hospital of Zhengzhou University

Xuejing Wang · First Affiliated Hospital of Zhengzhou University

Jiuqi Wang · First Affiliated Hospital of Zhengzhou University

Abstract

Combining machine learning with integrative multi-omics and network topology analysis enables effective biomarker identification and PD classification, with strong potential for clinical diagnostic applications.

Topics & Keywords

Parkinson's Disease Mechanisms and Treatments Bioinformatics and Genomic Networks Voice and Speech Disorders

Publication Details

Published in: PLoS ONE

Volume 21, Issue 1, pp. e0329980-e0329980

DOI: 10.1371/journal.pone.0329980

Field-Weighted Citation Impact: 45.91

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Integrative multi-omics and network-based machine learning for early diagnosis of Parkinson’s disease

Authors

Abstract

Topics & Keywords

Publication Details