no code implementations • 29 Feb 2024 • Shruti P. Gadewar, Alyssa H. Zhu, Iyad Ba Gari, Sunanda Somu, Sophia I. Thomopoulos, Paul M. Thompson, Talia M. Nir, Neda Jahanshad
For one case-control study, we used a generative adversarial model for style-based harmonization to generate site-specific controls.
no code implementations • 1 May 2023 • Shruti P. Gadewar, Elnaz Nourollahimoghadam, Ravi R. Bhatt, Abhinaav Ramesh, Shayan Javid, Iyad Ba Gari, Alyssa H. Zhu, Sophia Thomopoulos, Paul M. Thompson, Neda Jahanshad
A quality control algorithm is also built-in, trained on the midCC shape features.
no code implementations • 18 Nov 2020 • Pradeep Lam, Alyssa H. Zhu, Iyad Ba Gari, Neda Jahanshad, Paul M. Thompson
Building on a 3D convolutional neural network, we added two attention modules at different layers of abstraction, so that features learned are spatially related to the global features for the task.