Blar i Department of Biological and Medical Psychology på forfatter "Hamilton, Paul"
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Efficient Brain Age Prediction from 3D MRI Volumes Using 2D Projections
Jönemo, Johan; Akbar, Muhammad Usman; Kämpe, Robin; Hamilton, Paul; Eklund, Anders (Journal article; Peer reviewed, 2023)Using 3D CNNs on high-resolution medical volumes is very computationally demanding, especially for large datasets like UK Biobank, which aims to scan 100,000 subjects. Here, we demonstrate that using 2D CNNs on a few 2D ... -
Towards a multilevel model of major depression: genes, immuno-metabolic function, and cortico-striatal signaling
Paul, Elisabeth R.; Östman, Lars; Heilig, Markus; Mayberg, Helen S.; Hamilton, Paul (Journal article; Peer reviewed, 2023)Biological assay and imaging techniques have made visible a great deal of the machinery of mental illness. Over fifty years of investigation of mood disorders using these technologies has identified several biological ...