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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Priya, Afsana Rahman, Sarkar, Kashmira, Khan, Tania Rahman, Turna, Sohani Fatehin, Mubashshira, Sadia
Rannpháirtithe: Karim, Dewan Ziaul
Formáid: Tráchtas
Teanga:English
Foilsithe / Cruthaithe: Brac University 2023
Ábhair:
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)
Rochtain ar líne:http://hdl.handle.net/10361/22011

Ar líne

http://hdl.handle.net/10361/22011

Míreanna comhchosúla