Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks

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: Awwal, Alvina, Shomee, Homaira Huda, Sadat, Sayed Us, Amin, Sadia Nur
Rannpháirtithe: Parvez, Mohammad Zavid
Formáid: Tráchtas
Teanga:English
Foilsithe / Cruthaithe: Brac University 2021
Ábhair:
Convolutional Neural Network (CNN)
Alzheimer’s Disease (AD)
Transfer Learning
Neural Network (NN)
MRI
Deep Learning
Average Ensemble
VGG19
Inception-ResNet-v2
ResNet152v2
EfficientNetB5
EfficientNetB6
Rochtain ar líne:http://hdl.handle.net/10361/15161

Ar líne

http://hdl.handle.net/10361/15161

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