Enhancing public health outcomes with AI-powered clinical surveillance: Precise detection of COVID-19 variants using qPCR and nanopore sequencing

Our findings demonstrate that while WGS offers enhanced sensitivity and specificity for variant detection, qPCR remains crucial for large-scale testing because of its cost and time efficiency. The integrated approach, which combines both techniques, represents a more comprehensive monitoring algorithm that can improve public health strategies against pandemics such as COVID-19.

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Publication Details

Journal
Journal of Infection and Public Health
Published
2025-01-10
DOI
https://doi.org/10.1016/j.jiph.2025.102663
Primary Topic
SARS-CoV-2 detection and testing
Type
article
Field-Weighted Citation Impact
0.00

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article

Enhancing public health outcomes with AI-powered clinical surveillance: Precise detection of COVID-19 variants using qPCR and nanopore sequencing

Hung‐Sheng Shang, Kuo‐Sheng Hung, Ming‐Jr Jian, Hsing‐Yi Chung et al.
Journal of Infection and Public Health
SARS-CoV-2 detection and testing
article

Enhancing public health outcomes with AI-powered clinical surveillance: Precise detection of COVID-19 variants using qPCR and nanopore sequencing

Hung‐Sheng Shang, Kuo‐Sheng Hung, Ming‐Jr Jian, Hsing‐Yi Chung, Cherng-Lih Perng, Chih-Kai Chang, Chun-Hsiang Chiu
article en

Abstract

Our findings demonstrate that while WGS offers enhanced sensitivity and specificity for variant detection, qPCR remains crucial for large-scale testing because of its cost and time efficiency. The integrated approach, which combines both techniques, represents a more comprehensive monitoring algorithm that can improve public health strategies against pandemics such as COVID-19.

Journal of Infection and Public HealthVol. 18(3)
National Defense Medical Center (TW)
Tri-Service General Hospital
Openalex Percentile: Top 99%
SARS-CoV-2 detection and testing
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Enhancing public health outcomes with AI-powered clinical surveillance: Precise detection of COVID-19 variants using qPCR and nanopore sequencing — Hung‐Sheng Shang, Kuo‐Sheng Hung, et al. · Journal of Infection and Public Health (2025) | TGRS Research Map | TGRS