1. Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media Open Access Author: Murphy, William P Title: Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media Area of Honors: Information Sciences and Technology Keywords: machine learningsentiment analysisdata miningsocial mediatwittersupervised learning File: Download shc_thesis.pdf Thesis Supervisors: John Yen, Thesis SupervisorLisa Firing Lenze, Thesis Honors Advisor
2. The Impact of Menstrual Cup Distribution on College Student Attitudes about Menstruation: An Exploratory Data Science Approach Open Access Author: Strait, Jessica Title: The Impact of Menstrual Cup Distribution on College Student Attitudes about Menstruation: An Exploratory Data Science Approach Area of Honors: Data Sciences Keywords: data sciencemenstrual healthmenstruationperiod stigmamenstrual hygienemachine learningpredictive analyticsmenstrual cupsstatistics File: Download J._Strait_Thesis_Final_4-13.pdf Thesis Supervisors: Arpan Shailesh Yagnik, Thesis SupervisorJohn Yen, Thesis Honors Advisor
3. Predicting 30-Day ICU Readmission Rates Using Machine Learning on Electronic Health Records Open Access Author: Farooq, Sarah Title: Predicting 30-Day ICU Readmission Rates Using Machine Learning on Electronic Health Records Area of Honors: Data Sciences Keywords: machine learningclassificationEHRdataelectronic health recordshospitalICUreadmissionclass imbalancemissing valuesimputationrebalancinghospital readmissionpatientmedical dataXG BoostMICE data imputationhealthhealth caremodelsupervised learningmodel performance File: Download SarahFarooq_Honors_Thesis.pdf Thesis Supervisors: Fenglong Ma, Thesis SupervisorJohn Yen, Thesis Honors Advisor
