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.

Бібліографічні деталі
Автори: Islam, Tahsin, Absar, Shahriar, Nasif, S.M. Ali Ijtihad, Mridul, Sadman Sakib
Інші автори: Islam, MD.Saiful
Формат: Дисертація
Мова:English
Опубліковано: Brac University 2021
Предмети:
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
Онлайн доступ:http://hdl.handle.net/10361/15677
Опис
Резюме:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

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