Xing Liu

Engineering an integrated biosensing interface combining DNA-assisted clustering and explainable AI for biomarker detection.

An integrated biosensing framework that treats readout reliability as an explicit engineering objective rather than a post hoc correction problem, and establishes a generalizable strategy for constructing trustworthy POCT systems in which chemical signal generation and digital interpretation are co-designed.