Empowering Ibn-e-Sina University faculty with foundational and applied skills in Artificial Intelligence, Machine Learning for Predictive Modeling, and data-driven healthcare research.
PhD in Analytics
University of Technology Sydney (UTS), Australia
Specialist in predictive modeling, statistical learning, and AI-assisted workflows tailored specifically for clinical trials, biomedical informatics, and evidence-based medicine.
Introduction to classification algorithms, regression, and model evaluation metrics (Accuracy, Precision, Recall, F1-Score) in clinical research.
Handling medical datasets, managing missing clinical parameters, and feature selection for meaningful biomarker discovery.
Leveraging ethical AI tools to streamline literature syntheses, citation analysis, and publication-ready visualizations.
Understanding PMDC, HEC, and global standards regarding patient confidentiality, algorithmic bias, and academic honesty.
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