NFU-Net: An Automated Framework for the Detection of Neurotrophic Foot Ulcer Using Deep Convolutional Neural Network
NFU-Net: An Automated Framework for the Detection of Neurotrophic Foot Ulcer Using Deep Convolutional Neural Network
C. Venkatesan,M. Sumithra,M. Murugappan
2022 · DOI: 10.1007/s11063-022-10782-0
Neural Processing Letters · 10 Citations
TLDR
The main objective of this present work is to design and develop a novel lightweight convolutional neural network model to diagnose NFU called NFU-Net, which reports an accuracy of nearly 2.5% to 6% higher than conventional CNN's in diagnosing NFU using the DFU dataset.