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Prediction of Chronic Kidney Disease Degeneration with Machine Learning

Research Area

Disease Modeling, Chronic Kidney Disease, Machine Learning Algorithms

Date

April 2024

Role

Co-Author

Link

Study Group: 39th Annual Workshop on Mathematical Problems in Industry, New Jersey
Institute of Technology, 12–16 June 2023.

Communicated by: Linda Cummings, New Jersey Institute of Technology

Industrial Partner: Vironix Health

Presenter: Botros Toro

Team Members: Olayemi Adeyemi; Manuchehr Aminian; Anna K. Berryman; Georgia S. Brennan; Zhaoshu Cao; Claire S. Chang; Evelina Dubovski; Kossi Edoh; Jamiree Harrison; Olaniyi
Iyiola; Quindel Jones; Yena Kim; Amy Lu; Kimberly Matsuda; Brady Metherall; Olaoluwa
Ogunleye; Sandra A. Tsiorintsoa; Nilofar Varzgani; Per Wagenius; Yumeng Wang
Industrial Sector: Biomedical/Healthcare; Data Analysis

Key Words: chronic kidney disease, machine learning, random forests, classification

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