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

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Ranking of factors in order of importance as reported by survey respondents regarding the difficulty in accessing the lower uterine segment (A), complicated fetal extraction in ces... by María Jesús Cancelo Hidalgo (12154030)

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Characteristics of respondents in the national survey of obstetric protocols and outcomes in Spain (March-June 2024). n = 744. by María Jesús Cancelo Hidalgo (12154030)

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

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Intraoperative and postoperative complications of cesarean section reported in the national survey of obstetric protocols and outcomes in Spain (March-June 2024). n = 744. by María Jesús Cancelo Hidalgo (12154030)

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

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Characteristics of the action protocols reported in the national survey of obstetric protocols and outcomes in Spain (March-June 2024). n = 744. by María Jesús Cancelo Hidalgo (12154030)

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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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