Deep Learning Optimization for Lens-Free Holographic Imaging and SARS-CoV-2 Biosensing

Sreevatsan, S.; Potter, C. J.; McLeod, E.

Sreevatsan, S.; Potter, C. J.; McLeod, E..

Frontiers in Optics, FiO 2022 ; 2022.

Article in English | Scopus | ID: covidwho-2235868

ABSTRACT

ABSTRACT

Rapid biosensing assays to detect SARS-CoV-2 are critical in mitigating the impact of the pandemic. Here, we use a lens-free holographic microscope coupled with deep learning in a rapid and sensitive assay to detect SARS-CoV-2. © 2022 The Author(s)

Keywords

Deep learning; Holography; Biosensing; Biosensing assays; Holographic imaging; Learning optimizations; Rapid assay; Rapid bio-sensing; Sensitive assay; Coronavirus

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Collection: Databases of international organizations Database: Scopus Type of study: Diagnostic study Language: English Journal: Frontiers in Optics, FiO 2022 Year: 2022 Document Type: Article

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