GM Mask image count after preprocessing. by Muhammad Zubair (728141)

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Proposed Multi-Layer U-Net model for gray matter segmentation. by Muhammad Zubair (728141)

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

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

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

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Average Saliency Map Results. by Muhammad Zubair (728141)

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

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

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

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

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

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

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

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

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

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

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Details of Hyperparameters. by Muhammad Zubair (728141)

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

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Ablation Study Result. by Muhammad Zubair (728141)

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Kaplan-Meier analysis showing cumulative incidence of all-cause mortality by number of cognitive activities. by Linjia Duan (13276989)

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