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Huaishu Lin

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Review Open access Jul 2026

Advances in Machine Learning-Assisted Optical Sensing Arrays for Disease Diagnosis

This review provides a systematic overview of ML-reinforced optical sensing arrays, with a particular focus on three major modalities: colorimetric, fluorescent, and surface-enhanced Raman scattering (SERS) sensor arrays.

Xuetong Sun, Hao Sun, Beibei Wang et al. · Biomimetics · 0 citations