COVID-19 Detection Through Transfer Learning Using Multimodal Imaging Data

COVID-19 Detection Through Transfer Learning Using Multimodal Imaging Data

Detecting COVID-19 early may help in devising an appropriate treatment plan and disease containment decisions. In this study, we demonstrate how transfer learning from deep learning models can be used to perform COVID-19 detection using images from three most commonly used medical imaging modes X-Ra...

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Bibliographic Details
Main Authors: Michael J. Horry, Subrata Chakraborty, Manoranjan Paul, Anwaar Ulhaq, Biswajeet Pradhan, Manas Saha, Nagesh Shukla
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
COVID-19 detection
image processing
model comparison
CNN models
X-ray
ultrasound and CT based detection
Online Access:https://ieeexplore.ieee.org/document/9167243/

Internet

https://ieeexplore.ieee.org/document/9167243/

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