Brain Age Estimation Using Structural MRI: A Clustered Federated Learning Approach

1 code implementation • IEEE International Conference on Omni-layer Intelligent Systems (COINS) 2023 • Seyyed Saeid Cheshmi, Abtin Mahyar, Anita Soroush, Zahra Rezvani, Bahar Farahani

Estimating brain age based on structural Magnetic Resonance Imaging (MRI) is one of the most challenging and prominent areas of research in recent medical imaging and neuroscience studies.

Age Estimation Federated Learning

Global and Local Visual Processing: Influence of Perceptual Field Variables

no code implementations • 10 Jul 2023 • Zahra Rezvani, Ali Katanforoush, Richard Van Wezel, Hamidreza Pouretemad

Also, the task paradigm and its interaction with other PFVs are shown significant effects in this study, which shows the prominence of the role of task paradigms in evaluating PFVs' effects on GPE.

Global-Local Processing in Convolutional Neural Networks

1 code implementation • 14 Jun 2023 • Zahra Rezvani, Soroor Shekarizeh, Mohammad Sabokrou

We devise a simple module called Global Advantage Stream (GAS) to learn and capture the holistic features of input samples (i. e., the global features).