Browsing Department of Industrial, Manufacturing, and Systems Engineering by Author "LeBoulluec, Aera Kim"
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Assessing the impact of Principal Component Analysis on accurately predicting melanoma diagnosis applied on different classification models
Olmedo Rivera, Juan Cristobal; 0000-0002-4664-0586 (2019-11-26)With huge amounts of data at our disposal in the medical field, mathematical models are built to diagnose diseases. This study focuses on melanoma because it’s the type of skin cancer that accounts for most deaths, up to ... -
Discriminating Parkinson's disease using functional connectivity and brain network analysis
Gellerup, Daniel (2016-05-10)In this study, we explored the use of functional connectivity patterns in fMRI data to classify subjects on the basis of Parkinson's disease. We explore various brain networks and features. We partition our fMRI data in 5 ... -
Outcome And State Transition Modeling For Adaptive Interdisciplinary Pain Management
LeBoulluec, Aera KimPain management is a major global health problem. The World Health Organization estimates that, globally, 1 in 5 adults suffer from chronic pain and in the United States alone, chronic pain affects nearly 100 million ... -
Predicting a Quarterback's Fantasy Football Point Output For Daily Fantasy Sports Using Statistical Models
King, Nicholas Aaron; 0000-0002-2583-2597 (2017-04-24)In the new age of daily fantasy sports (DFS), fantasy football has become an enormous revenue generator for DFS sites, such as DraftKings and FanDuel. Both companies are valued over \$1 billion. However, previous analysis ... -
Productivity Improvement and Cost Optimization of Small and Medium Scale Enterprises
Tamhankar, Unmesh Vishwas (2017-05-11)Productivity improvement and cost optimization have been a topic of discussion for at least a century. The publication of Fredrick Taylor’s book ‘The Principles of Scientific Management’ in 1911 can be considered as the ...