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Showing 1 to 2 of 2 for “"Health AI"”.
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Exploring Neuroimaging-Specific Deep Learning Biases: Uncertainty, Dynamic Graphs, and Communities
The human brain is a complex dynamical system composed of numerous interacting regions. It has long been a subject of immense interest for neuroscientists seeking to understand brain function. Recent technological advancements have introduced non-invasive functional neuroimaging techniques, …
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Data-driven Algorithms for Critical Detection Problems: From Healthcare to Cybersecurity Defenses
… data processing requirements, through studies in healthcare and cybersecurity. We study healthcare problems with imbalanced clinical datasets that lead to performance disparities across prediction classes and demographic groups. We systematically evaluate these disparities and propose a Double …