Rapid Determination of Positive–Negative Bacterial Infection Based on Micro-Hyperspectral Technology
Jian Du,
Chenglong Tao,
Meijie Qi
et al.
Abstract:To meet the demand for rapid bacterial detection in clinical practice, this study proposed a joint determination model based on spectral database matching combined with a deep learning model for the determination of positive–negative bacterial infection in directly smeared urine samples. Based on a dataset of 8124 urine samples, a standard hyperspectral database of common bacteria and impurities was established. This database, combined with an automated single-target extraction, was used to perform spectral ma… Show more
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