An ensemble approach of urine sediment image analysis and NMP22 test for detection of bladder cancer cells.

Eun-Jung ChoChang Kwon BangHyun-Jung Kim Hae Kyung Lee

Published in: Journal of clinical laboratory analysis (2020)

Our findings suggest that the NMP22 test should be added to the flagging criteria for MME to improve diagnostic accuracy. The combination of urine sediment imaging analysis and NMP22 test can significantly assist technicians in the review of specimens.

Keyphrases

heavy metals
high resolution
polycyclic aromatic hydrocarbons
risk assessment
mass spectrometry
machine learning
photodynamic therapy
convolutional neural network
fluorescence imaging
ultrasound guided
data analysis