معرفی
Hina Shaheen is an Assistant Professor in the Department of Statistics, Faculty of Science, University of Manitoba. Her research integrates statistical methods with computational neuroscience and neurodegenerative disease modeling.
- Email: Hina.Shaheen@umanitoba.ca
- Lab: NeuroStats Lab
Research Interests: Shaheen specializes in neurodegenerative disorders like Alzheimer’s and Parkinson’s disease, with a focus on:
- Multiscale and network modeling of brain dynamics
- Bio-statistical and machine learning approaches
- BAYESIAN inference and STOCHASTIC processes
- Calcium signaling and PROTEIN dynamics in disease pathology
Publication Trends: Recent work combines data-driven stochastic modeling with connectomic insights to study neurodegenerative mechanisms. Key themes include:
- Integration of machine learning and BAYESIAN frameworks in brain network analysis
- Applications to Alzheimer’s (amyloid-beta/calcium interactions, exosomal spread) and Parkinson’s (DBS treatment, neural dynamics)
- Development of multiscale co-simulation techniques for clinical data interpretation
Academic Engagement: Shaheen actively mentors graduate students and collaborates across disciplines. She participated in the V AMMCS International Conference (2019) and maintains affiliations with computational neuroscience communities.
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