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Department of Medicine

Department of Medicine

  PhD Community

PhD Community Member



Members:

Seo Young Park, PhD

Assistant Professor, General Internal Medicine
200 Meyran Ave
Suite 300
Pittsburgh, PA 15213

Email: syp8@pitt.edu



Conceptual Schematic

THE THREE MOST SIGNIFICANT QUESTIONS THAT DEFINE YOUR RESEARCH PROGRAM:
How can we use novel machine learning techniques to solve problems involved with high-dimensional data o Eg)
How can we define subtypes of Parkinson's disease based on motor and non-motor features?

How can we use Bayesian framework to design Phase-I clinical trial for a drug that requires intra-patient dose titration?

How can we develop clinical prediction models using modern classification techniques?

FIVE KEYWORDS THAT DESCRIBE YOUR AREAS OF INTEREST:
Machine Learning - Disease Prediction Models - High-Dimensional Data Analysis - Clinical Trials - Adaptive Design

TECHNIQUES, MODELS, METHODS, ANALYTIC APPROACHES, ETC:

Support Vector Machine - Modern regression techniques - High-dimensional data analysis