Diamond Nanosensing and Machine Learning for SARS-CoV-2 Diagnosis
Magnetochemistry (2023)
The article explores the integration of Artificial Intelligence (AI) with Fluorescent Nanodiamond (FND) biosensing for enhancing SARS-CoV-2 detection. It highlights the potential of FNDs in quantum nanosensing due to their high photostability, biocompatibility, and the ability to be functionalized for specific biomolecule detection. The use of AI and machine learning algorithms is proposed to optimize FND biosensing capabilities, such as improving signal-to-noise ratio and specificity towards SARS-CoV-2 spike proteins. This approach aims to provide sensitive, accurate, and rapid diagnostics for managing pandemic outbreaks and understanding virus mutations.
