Performance Analysis of Conventional Machine Learning Algorithms for Diabetic Sensorimotor Polyneuropathy Severity Classification Using Nerve Conduction Studies.

Fahmida HaqueMamun Bin Ibne Reaz Muhammad Enamul Hoque ChowdhurySerkan KiranyazSawal H M AliMohammed AlhatouRumana HabibAhmad A A BakarNorhana ArsadGeetika Srivastava

Published in: Computational intelligence and neuroscience (2022)

This study suggests that the ensemble classifier using all the ten NCS variables can predict the DSPN severity which can enhance the management of DSPN patients.

Keyphrases

machine learning
end stage renal disease
deep learning
ejection fraction
chronic kidney disease
newly diagnosed
artificial intelligence
type diabetes
big data
convolutional neural network
patient reported
wound healing