A Neuron-Glial Model of Exosomal Release in the Onset and Progression of Alzheimer's Disease. - Hina Shaheen; Sundeep Singh; Roderick N. V. Melnik (Frontiers Comput. Neurosci., 2021)

The Influence of Amyloid-Beta on Calcium Dynamics in Alzheimer's Disease: A Spatio-Temporal Study. - Swadesh Pal; Hina Shaheen; Roderik Melnik (ICCSA (Workshops 1), 2022)

Deep Brain Stimulation with a Computational Model for the Cortex-Thalamus-Basal-Ganglia System and Network Dynamics of Neurological Disorders. - Hina Shaheen; Roderick Melnik (Comput. Math. Methods, 2022)

Neural Dynamics in Parkinson's Disease: Integrating Machine Learning and Stochastic Modelling with Connectomic Data. - Hina Shaheen; Roderick Melnik (ICCS (4), 2024)

Data-driven stochastic model for quantifying the interplay between amyloid-beta and calcium levels in Alzheimer's disease. - Hina Shaheen; Roderick Melnik; Sundeep Singh; Alzheimer's Disease Neuroimaging Initiative (Stat. Anal. Data Min., 2024)

On the Superiority of Data-Driven Combined Forecasts Based on Deep Learning Models. - Sulalitha Bowala; Md. Erfanul Hoque; Hina Shaheen; Aerambamoorthy Thavaneswaran; Ruppa K. Thulasiram; Alex Paseka (COMPSAC, 2025)

Brain Network Dynamics and Multiscale Modeling of Neurodegenerative Disorders: A Review. - Hina Shaheen; Roderick Melnik (IEEE Access, 2025)

Bayesian approaches for revealing complex neural network dynamics in Parkinson's disease. - Hina Shaheen; Roderick Melnik (J. Comput. Sci., 2025)