Browsing Department of Biological and Medical Psychology by Author "Hamilton, Paul"
Now showing items 1-3 of 3
-
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 ... -
Resilience to substance use disorder following childhood maltreatment: association with peripheral biomarkers of endocannabinoid function and neural indices of emotion regulation
Perini, Irene; Mayo, Leah M.; Capusan, Andrea J.; Paul, Elisabeth R.; Yngve, Adam; Kampe, Robin; Gauffin, Emelie; Mazurka, Raegan; Ghafouri, Bijar; Stensson, Niclas; Asratian, Anna; Hamilton, Paul; Kastbom, Åsa; Gustafsson, Per A.; Heilig, Markus (Journal article; Peer reviewed, 2023)Childhood maltreatment (CM) is a risk factor for substance use disorders (SUD) in adulthood. Understanding the mechanisms by which people are susceptible or resilient to developing SUD after exposure to CM is important for ... -
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 ...