Topology optimization search of deep convolution neural networks for CT and X-ray image classification

Topology optimization search of deep convolution neural networks for CT and X-ray image classification

Abstract Covid-19 is a disease that can lead to pneumonia, respiratory syndrome, septic shock, multiple organ failure, and death. This pandemic is viewed as a critical component of the fight against an enormous threat to the human population. Deep convolutional neural networks have recently proved t...

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Bibliographic Details
Main Authors: Hassen Louati, Ali Louati, Slim Bechikh, Fatma Masmoudi, Abdulaziz Aldaej, Elham Kariri
Format: Article
Language:English
Published: BMC 2022-07-01
Series:BMC Medical Imaging
Subjects:
DCNN
Optimization
Topologies
Pruning
CT images
XRAY images
Online Access:https://doi.org/10.1186/s12880-022-00847-w

Internet

https://doi.org/10.1186/s12880-022-00847-w

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