Shayan Mostafaei

Overview

I am a Bioinformatician and Data Scientist with a PhD in Biostatistics and Bioinformatics and postdoctoral training in Machine Learning, Artificial Intelligence, and dementia research. My research focuses on the application of advanced statistical methods, machine learning, Bayesian inference, causal inference, longitudinal analysis, and time-to-event modeling in computational biology, epidemiology, health, and medicine. I am particularly interested in statistical genetics, multi-omics data integration, and the analysis of large-scale clinical, registry-based, and survey data to better understand disease risk, aging, and health outcomes.

Education

• PhD in Biostatistics and Bioinformatics, Tehran University of Medical Sciences, Tehran, Iran, 2018.

Postdoctoral Training

• Postdoctoral Researcher in Machine Learning/AI, School of Electrical Engineering and Computer Science, Department of Intelligent Systems, Division of Information Science and Engineering, KTH Royal Institute of Technology, Stockholm, Sweden, 2022.

• Postdoctoral Researcher in Dementia and Machine Learning, Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden, 2023.

AI/generative ML
Statistical Learning for OMICs data
Bioinformatics and Statistical Genetics
Survival and Risk Modelling
Biological Aging 

GWAS/EWAS/polygenic risk score

Image/signal processing 

Dementia

Age-related diseases