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

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

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

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

Summary of Pooled Estimates and Heterogeneity for Key Variables. حسب Yohannis Derbew Molla (16471771)

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

summary of the confidence intervals. حسب Yohannis Derbew Molla (16471771)

"…Complications, such as post-traumatic seizures and infections, were reported in 17% of cases. Additionally, the overall mortality rate was 12%. …"

PRISMA flowchart of the study selection process. حسب Yohannis Derbew Molla (16471771)

"…Complications, such as post-traumatic seizures and infections, were reported in 17% of cases. Additionally, the overall mortality rate was 12%. …"

Social life consequences of the Covid-19 pandemic. <i><i>Results displayed in percentages.</i></i> حسب Katy Andrews (22311170)

A spatial Durbin model compared to a spatial error and lag model. حسب Sakar Hasan Hamza (20978818)

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

Overall learning experience. <i><i>Results shown in percentages.</i></i> حسب Katy Andrews (22311170)

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

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

pooled proportions along with the total sample size (n) for each cause of traumatic brain injury. حسب Yohannis Derbew Molla (16471771)

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

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

Level of learning affected by Covid-19. <i><i>Results displayed in percentages.</i></i> حسب Katy Andrews (22311170)

Students preferences on teaching post-pandemic: <i><i>Results displayed in percentages.</i></i> حسب Katy Andrews (22311170)

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