Sensitivity, Bifurcation, and Stochastic Analysis of Tuberculosis Progression Mycobacterium tuberculosis infection features various disease outcomes: clearance, latency, active disease, and latent tuberculosis infection (LTBI) reactivation. Identifying the decisive factors for …
Optimal control of combination immunotherapy in a glioblastoma-immune dynamics model Glioblastoma (GBM) is the most common type of primary brain tumor. It is very aggressive with minimally effective treatment options. …
Data Assimilation in Medical Models and Digital Twins One of the growing areas of interest in the context of biological and medical models is the question of how to personalize …
NPIs, vaccination, and collective action under social norms Social dynamics are an integral part of the spread of disease affecting contact rates as well as the adoption of pharmaceutical and non-pharmaceutical …
Discovering dynamical patterns of activity from single-trial intracranial EEG recordings In this talk I will discuss a data-driven method that leverages time-delayed coordinates, diffusion maps, and dynamic mode decomposition, to …
An approximate Bayesian computation approach for embryonic astrocyte migration model reduction During embryonic development of the retina of the eye, astrocytes, a type of glial cell, migrate over the retinal …
Image analysis and agent-based modeling of tumor-immune interactions in the glioblastoma microenvironment Glioblastoma is a highly aggressive and deadly brain cancer with no current treatment options available that can achieve …
My trajectory towards mathematical modeling of pulmonary infections The immune response to respiratory infections is highly complex and multiscale, making it amenable for mathematical modeling. Fungal respiratory infections are becoming …
Novel Statistical Analysis Methods in Neuroimaging Using Diffusion MRI In this talk, I will discuss the fundamentals of diffusion MRI and explain how various features are extracted and their importance …
Unveiling the Hidden Threat: The Impact of Sub-Optimum Treatment on Acquired Immunity, Asymptomatic Cases, Malaria Dynamics Malaria remains a persistent global health issue, despite ongoing control efforts such as anti-malarial …
