Blar i Faculty of Psychology på forfatter "Akbar, Muhammad Usman"
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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 ...