Titlebook: Marine Pollution – Monitoring, Management and Mitigation; Amanda Reichelt-Brushett Textbook‘‘‘‘‘‘‘‘ 2023 The Editor(s) (if applicable) and

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Amanda Reichelt-Brushett of fMRI for disease diagnosis remains limited in clinical practice. To enhance the reliability in modeling functional brain connectivity, we propose a novel method to construct a hypergraph representation of brain networks from resting-state fMRI. Each edge in a hypergraph can connect an arbitrary

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Michelle Devlin,Jon Brodiehis task, as it allows for the automatic establishment of correspondences between previous findings and current observations. However, as the number of examinations increases, more registrations must be computed to allow full correspondence assessment between longitudinal studies. We address the cha

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Amanda Reichelt-Brushett,Joanne M. Oakesmagnetic resonance imaging (MRI) data, since these two tasks are highly correlated. Although several joint learning models have been developed, most existing methods focus on using human-engineered features extracted from MRI data. Due to the possible heterogeneous property between human-engineered

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