Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Bibliographic Details
Main Authors: Islam, Tahsin, Absar, Shahriar, Nasif, S.M. Ali Ijtihad, Mridul, Sadman Sakib
Other Authors: Islam, MD.Saiful
Format: Thesis
Language:English
Published: Brac University 2021
Subjects:
Covid-19
Respiratory diseases
X-ray
CT-Scan
Deep Neural Network
CNN
VGG19
Inception v3
MobileNetV2
Resnet-50
Rapid approach
Neural networks (Computer science)
Machine learning
Respiratory agents
Online Access:http://hdl.handle.net/10361/15677

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