Architecture of Multi-Layer U-Net Model. حسب Muhammad Zubair (728141)

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

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

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Gray Matter segmentation results using the proposed Multi-layer U-Net Model. حسب Muhammad Zubair (728141)

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

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

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Follow-up after cesarean section reported in the national survey of obstetric protocols and outcomes in Spain (March-June 2024). n = 744. حسب María Jesús Cancelo Hidalgo (12154030)

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

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Performance metrics of the standard U-Net (Vanilla U-Net) for the brain segmentation. حسب 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... حسب 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. حسب María Jesús Cancelo Hidalgo (12154030)

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

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Average Saliency Map Results. حسب Muhammad Zubair (728141)

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

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

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

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

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

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

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