Diagnostic AI Modeling and Pseudo Time Series Profiling of AD and PD Based on Individualized Serum Proteome Data

Journal article

Background: Parkinson’s disease (PD), Alzheimer’s disease (AD) are common neurodegenerative disease, while mild cognitive impairment (MCI) may be happened in the early stage of AD or PD. Blood biomarkers are considered to be less invasive, less cost and more convenient, and there is tremendous potential for the diagnosis and prediction of neurodegenerative diseases. As a recently mentioned field, artificial intelligence (AI) is often applied in biology and shows excellent results. In this art...

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Authors: Zhang, J; Zhang, X; Sh, Y; Liu, B; Hu, Z

• Publication status: Published
• Peer review status: Peer reviewed
• Publisher: Frontiers Media
• Journal: Frontiers in Bioinformatics
• Volume: 1
• Pages: 764497-764497
• Publication date: 2021-10-22
• DOI: 10.3389/fbinf.2021.764497
• EISSN: 2673-7647
• ISSN: 2673-7647
• Language: English
• Keywords: Machine learning; Classifier (UML); Deep learning; Artificial neural network; Computer science; Artificial intelligence; Feature engineering