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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Descriptive statistics from 2005 to 2018. by Sakar Hasan Hamza (20978818)

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Learn!Bio longitudinal, cross-sectional study 2020-2023: Cohort sizes and participants – overview. by Katy Andrews (22311170)

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Participants perception of wellbeing. by Katy Andrews (22311170)

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

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Covid-19 timeline in the UK: A comprehensive Covid-19 timeline for the United Kingdom from March 2020 to March 2021 detailing national and local restrictions and national lockdowns... by Katy Andrews (22311170)

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The LM test is used to determine whether models contain spatial lag or spatial error. by Sakar Hasan Hamza (20978818)

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

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The LR test is used to determine whether models contain fixed effects. by Sakar Hasan Hamza (20978818)

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Variable’s construction. by Sakar Hasan Hamza (20978818)

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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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Learn!Bio study: Grouping of Participants. by Katy Andrews (22311170)

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Moran’s I across countries. by Sakar Hasan Hamza (20978818)

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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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