Integrated Ultrasound‐Enrichment and Machine Learning in Colorimetric Lateral Flow Assay for Accurate and Sensitive Clinical Alzheimer's Biomarker Diagnosis

Integrated Ultrasound‐Enrichment and Machine Learning in Colorimetric Lateral Flow Assay for Accurate and Sensitive Clinical Alzheimer's Biomarker Diagnosis

Abstract The colloidal gold nanoparticle (AuNP)‐based colorimetric lateral flow assay (LFA) is one of the most promising analytical tools for point‐of‐care disease diagnosis. However, the low sensitivity and insufficient accuracy still limit its clinical application. In this work, a machine learning...

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Bibliographic Details
Main Authors: Shuqing Wang, Yan Zhu, Zhongzeng Zhou, Yong Luo, Yan Huang, Yibiao Liu, Tailin Xu
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:Advanced Science
Subjects:
alzheimer's disease
colorimetric biosensing
lateral flow assay
machine learning
ultrasound enrichment
Online Access:https://doi.org/10.1002/advs.202406196
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https://doi.org/10.1002/advs.202406196

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