CNN-assisted SERS enables ultra-sensitive and simultaneous detection of Scr and BUN for rapid kidney function assessment
Ping Lu, Dajun Lin, Ning Chen, Luyao Wang, Xuedian Zhang, Hui Chen, Pei Ma
Abstract
of 0.9871 in the testing dataset. The system demonstrated a rapid and robust evaluation for the assessment of kidney function, providing a promising idea for medical diagnosis with the help of spectroscopy and deep learning methods.
Topics & Concepts
Function (biology)ChemistryMaterials scienceNanotechnologyBiologyEvolutionary biologyRenal and Vascular PathologiesSpectroscopy Techniques in Biomedical and Chemical ResearchRetinal Imaging and Analysis