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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Islam, Tahsin, Absar, Shahriar, Nasif, S.M. Ali Ijtihad, Mridul, Sadman Sakib
Rannpháirtithe: Islam, MD.Saiful
Formáid: Tráchtas
Teanga:English
Foilsithe / Cruthaithe: Brac University 2021
Ábhair:
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
Rochtain ar líne:http://hdl.handle.net/10361/15677

Ar líne

http://hdl.handle.net/10361/15677

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