2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Generative Modeling of Clinical Time Series via Latent Stochastic Differential Equations
Muhammad Aslanimoghanloo, Ahmed ElGazzar, Marcel van Gerven
Clinical time series data from electronic health records and medical registries offer unprecedented opportunities to understand patient trajectories and inform medical decision-mak…
q-bio.NC2024★ 2 cited
Generative Modeling of Neural Dynamics via Latent Stochastic Differential Equations
Ahmed ElGazzar, Marcel van Gerven
We propose a probabilistic framework for developing computational models of biological neural systems. In this framework, physiological recordings are viewed as discrete-time parti…
cs.CE2024
Universal Differential Equations as a Common Modeling Language for Neuroscience
Ahmed ElGazzar, Marcel van Gerven
The unprecedented availability of large-scale datasets in neuroscience has spurred the exploration of artificial deep neural networks (DNNs) both as empirical tools and as models o…