Evaluation and Optimization of Biomedical Image-Based Deep Convolutional Neural Network Model for COVID-19 Status Classification

Evaluation and Optimization of Biomedical Image-Based Deep Convolutional Neural Network Model for COVID-19 Status Classification

Accurate detection of an individual’s coronavirus disease 2019 (COVID-19) status has become critical as the COVID-19 pandemic has led to over 615 million cases and over 6.454 million deaths since its outbreak in 2019. Our proposed research work aims to present a deep convolutional neural network-bas...

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Bibliographic Details
Main Authors: Soumadip Ghosh, Suharta Banerjee, Supantha Das, Arnab Hazra, Saurav Mallik, Zhongming Zhao, Ayan Mukherji
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
coronavirus disease 2019
image classification
convolutional neural network
Inception-V3
Online Access:https://www.mdpi.com/2076-3417/12/21/10787

Internet

https://www.mdpi.com/2076-3417/12/21/10787

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