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.

Bibliografiska uppgifter
Huvudupphovsmän: Awwal, Alvina, Shomee, Homaira Huda, Sadat, Sayed Us, Amin, Sadia Nur
Övriga upphovsmän: Parvez, Mohammad Zavid
Materialtyp: Lärdomsprov
Språk:English
Publicerad: Brac University 2021
Ämnen:
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
Länkar:http://hdl.handle.net/10361/15161

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