Titlebook: Machine Learning in Clinical Neuroimaging; 5th International Wo Ahmed Abdulkadir,Deepti R. Bathula,Thomas Wolfers Conference proceedings 20

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Joint Reconstruction and?Parcellation of?Cortical Surfaces thinning in neurodegenerative diseases like Alzheimer’s disease (AD). Moreover, for a fine-grained analysis of atrophy patterns, the parcellation of the cortical surfaces into individual brain regions is required. For the former task, powerful deep learning approaches, which provide highly accurate

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A Study of?Demographic Bias in?CNN-Based Brain MR Segmentationr research studies. In other applications, CNN models have been shown to exhibit bias against certain demographic groups when they are under-represented in the training sets. In this work, we investigate whether CNN models for brain MR segmentation have the potential to contain sex or race bias when

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