Detection of pneumonia from chest X-ray images using machine learning

Detection of pneumonia from chest X-ray images using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Dettagli Bibliografici
Autori principali: Priya, Afsana Rahman, Sarkar, Kashmira, Khan, Tania Rahman, Turna, Sohani Fatehin, Mubashshira, Sadia
Altri autori: Karim, Dewan Ziaul
Natura: Tesi
Lingua:English
Pubblicazione: Brac University 2023
Soggetti:
X-ray images
Computer-based algorithm
Customized CNN model
Pre-trained models
VGG-16
Inceptionv3
ResNet50
VGG-19
Accuracy
F1-Score
Machine learning
Neural networks (Computer science)
Accesso online:http://hdl.handle.net/10361/22011
Descrizione
Riassunto:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

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