Gray matter segmentation results using the Attention U-Net model. حسب Muhammad Zubair (728141)

الموضوعات:

Gray matter segmented views of the brain. حسب Muhammad Zubair (728141)

الموضوعات:

Performance metrics of the standard U-Net (Vanilla U-Net) for the brain segmentation. حسب Muhammad Zubair (728141)

الموضوعات:

Architecture of Multi-EfficientNet. حسب Muhammad Zubair (728141)

الموضوعات:

Average Saliency Map Results. حسب Muhammad Zubair (728141)

الموضوعات:

Visual comparison of Brain segmentation results. حسب Muhammad Zubair (728141)

الموضوعات:

Comparative evaluation of gray matter segmentation using Multi-Layer U-Net, Vanilla U-Net, Attention U-Net, and state-of-the-art methods. The results of the proposed model are calc... حسب Muhammad Zubair (728141)

الموضوعات:

ROC curve for the proposed Classification model across AD, MCI, and CN. حسب Muhammad Zubair (728141)

الموضوعات:

Proposed hybrid framework for Alzheimer’s disease classification. حسب Muhammad Zubair (728141)

الموضوعات:

Confusion Metrics: Presenting classification results on the test set. حسب Muhammad Zubair (728141)

الموضوعات:

XAI Saliency map visualization for the proposed model. حسب Muhammad Zubair (728141)

الموضوعات:

Original 2D MRI views of the brain. حسب Muhammad Zubair (728141)

الموضوعات:

Summary of recent Alzheimer’s classification studies. حسب Muhammad Zubair (728141)

الموضوعات:

SVM Hyperparameter Tuning Results Using Grid Search. حسب Muhammad Zubair (728141)

الموضوعات:

Original dataset composition (Raw from ADNI). حسب Muhammad Zubair (728141)

الموضوعات:

Class-wise performance on the test set. حسب Muhammad Zubair (728141)

الموضوعات:

Comparison of the Classification performance of the proposed model calculated on the test set with state-of-the-art Approaches. حسب Muhammad Zubair (728141)

الموضوعات:

Details of Hyperparameters. حسب Muhammad Zubair (728141)

الموضوعات:

Comparative performance analysis of different architectures. حسب Muhammad Zubair (728141)

الموضوعات:

Proposed Alzheimer’s disease classification pipeline using Multi-Scale EfficientNet with SVM. حسب Muhammad Zubair (728141)

الموضوعات: