Ischemic Stroke Data Analysis using Classification Algorithms and logistic Regression
Technologies: Python, NumPy, Pandas, Databricks
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Data extraction, data transformation and EDA performed to identify key trends and possible risk factors associated with stroke using Python, NumPy, Pandas on Databricks
Limited-service laboratory testing consolidation
Technologies: Data Visualization, ANOVA
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Data analysis including data visualization and anova testing of before and after consolidation of laboratory services offered in different hospital campuses impacting the total cost reduction influencing operational efficiency and quality of care in large integrated healthcare systems.