WMR-DepthwiseNet: A Wavelet Multi-Resolution Depthwise Separable Convolutional Neural Network for COVID-19 Diagnosis

WMR-DepthwiseNet: A Wavelet Multi-Resolution Depthwise Separable Convolutional Neural Network for COVID-19 Diagnosis

Timely discovery of COVID-19 could aid in formulating a suitable treatment plan for disease mitigation and containment decisions. The widely used COVID-19 test necessitates a regular method and has a low sensitivity value. Computed tomography and chest X-ray are also other methods utilized by numero...

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Bibliographic Details
Main Authors: Happy Nkanta Monday, Jianping Li, Grace Ugochi Nneji, Md Altab Hossin, Saifun Nahar, Jehoiada Jackson, Ijeoma Amuche Chikwendu
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Diagnostics
Subjects:
Chest X-ray (CXR)
Computed Tomography (CT)
convolutional neural network
depthwise separable convolution
multiresolution analysis
wavelet
Online Access:https://www.mdpi.com/2075-4418/12/3/765

Internet

https://www.mdpi.com/2075-4418/12/3/765

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