3 papers
eess.SP2026
Towards Causality-Aware Modeling for Multimodal Brain-Muscle Interactions
Farwa Abbas, Wei Dai, Zoran Cvetkovic +1
Robust characterization of dynamic causal interactions in multivariate biomedical signals is essential for advancing computational and algorithmic methods in biomedical imaging. Co…
eess.SP2024
Stationary and Sparse Denoising Approach for Corticomuscular Causality Estimation
Farwa Abbas, Verity McClelland, Zoran Cvetkovic +1
Objective: Cortico-muscular communication patterns are instrumental in understanding movement control. Estimating significant causal relationships between motor cortex electroencep…
cs.LG2018
Deep Ptych: Subsampled Fourier Ptychography using Generative Priors
Fahad Shamshad, Farwa Abbas, Ali Ahmed
This paper proposes a novel framework to regularize the highly ill-posed and non-linear Fourier ptychography problem using generative models. We demonstrate experimentally that our…