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An international research team has introduced a groundbreaking solution, DeepGT, which seamlessly merges nanophotonic resonators and deep learning, offering an accurate and rapid virus detection system. This innovation combines the power of Gires-Tournois (GT) biosensors with deep learning algorithms to detect minuscule virus particles, generating detailed and colorful micrographs. DeepGT has the potential to revolutionize diagnostics and improve public health preparedness.