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.

Détails bibliographiques
Auteurs principaux: Awwal, Alvina, Shomee, Homaira Huda, Sadat, Sayed Us, Amin, Sadia Nur
Autres auteurs: Parvez, Mohammad Zavid
Format: Thèse
Langue:English
Publié: Brac University 2021
Sujets:
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
Accès en ligne:http://hdl.handle.net/10361/15161

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