Case Distribution in ADNI and ROSMAP Cohorts. حسب Zilu Li (1477513)

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Summary of the ADNI participants. حسب Zilu Li (1477513)

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Classification results of multi-omics data integration using conventional machine learning methods. حسب Zilu Li (1477513)

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PCA distribution of three comparative groups before and after data balancing. حسب Zilu Li (1477513)

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Workflow diagram of AD precise diagnosis in this study. حسب Zilu Li (1477513)

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Kernel density plots of four PRS models in CN vs. AD group. حسب Zilu Li (1477513)

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Illustration of the proposed sampling protocol. حسب Matheus Viana da Silva (21433572)

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Summary of important blood vessel datasets on the literature. حسب Matheus Viana da Silva (21433572)

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Training and validation loss curves for eight different splits that were generated using the VessMAP metadata. حسب Matheus Viana da Silva (21433572)

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CNN architecture used to evaluate the training performance of different VessMAP splits. حسب Matheus Viana da Silva (21433572)

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Histograms of the four features calculated from the base dataset and the sampled subset. حسب Matheus Viana da Silva (21433572)

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Example segmentations obtained for sample 6818 of the VessMAP dataset. حسب Matheus Viana da Silva (21433572)

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values for the experiments with different splits generated using the VessMAP metadata. Each experiment name depicts the feature used to split the dataset, followed by (h) if the tr... حسب Matheus Viana da Silva (21433572)

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A flowchart that illustrates the methodology used to create VessMAP. حسب Matheus Viana da Silva (21433572)

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Relevant training splits of the VessMAP dataset. Each row shows the average Dice score obtained on the remaining 96 samples when training a neural network using the four images ind... حسب Matheus Viana da Silva (21433572)

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Illustration of the heterogeneity of the VessMAP dataset. حسب Matheus Viana da Silva (21433572)

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Segmentation performance for all images of the datasets used in the experiments. حسب Matheus Viana da Silva (21433572)

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The VessMAP dataset. حسب Matheus Viana da Silva (21433572)

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Influence of the training set on the generalizability of a model. For each dataset, models were trained on 100 different training sets containing 4 images each and were validated o... حسب Matheus Viana da Silva (21433572)

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PCA of the blood vessel dataset. حسب Matheus Viana da Silva (21433572)

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