Deep Learning-Based Culture-Free Bacteria Detection in Urine Using Large-Volume Microscopy

Deep Learning-Based Culture-Free Bacteria Detection in Urine Using Large-Volume Microscopy

Bacterial infections, increasingly resistant to common antibiotics, pose a global health challenge. Traditional diagnostics often depend on slow cell culturing, leading to empirical treatments that accelerate antibiotic resistance. We present a novel large-volume microscopy (LVM) system for rapid, p...

Full description

Bibliographic Details
Main Authors: Rafael Iriya, Brandyn Braswell, Manni Mo, Fenni Zhang, Shelley E. Haydel, Shaopeng Wang
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Biosensors
Subjects:
bacteria detection
UTI diagnostics
deep learning
CNN
light scattering microscopy
LVM
Online Access:https://www.mdpi.com/2079-6374/14/2/89

Internet

https://www.mdpi.com/2079-6374/14/2/89

Similar Items