38 citations · 38 across the 3 of their papers we have counts for
3 papers · 1 filter
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…
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…
Multiscale Wavelet Transfer Entropy with Application to Corticomuscular Coupling Analysis
Zhenghao Guo, Verity M. McClelland, Osvaldo Simeone +2
Objective: Functional coupling between the motor cortex and muscle activity is commonly detected and quantified by cortico-muscular coherence (CMC) or Granger causality (GC) analys…