A Comprehensive Study for Predicting Chronic Kidney Disease, Diabetes, Hypertension, and Anemia by Machine Learning and Feature Engineering Techniques

Author:

Sridevi Parama1,Rabbani Masud1,Ahamed Sheikh Iqbal1

Affiliation:

1. Marquette University,Ubicomp Lab,Department of Computer Science,Milwaukee,WI,USA

Funder

Marquette University

Publisher

IEEE

Reference95 articles.

1. Health Topics - High Blood Pressure - Polaris;Centers for Disease Control and Prevention Centers for Disease Control and Prevention,2022

2. The Art of Feature Engineering

3. High Blood Pressure & Kidney Disease;National Institute of Diabetes and Digestive and Kidney Diseases,0

4. Complex heatmaps reveal patterns and correlations in multidimensional genomic data

5. Prevalence of Anemia in Chronic Kidney Disease in the United States

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Noninvasive ML-Based BUN Prediction from Ten-Second Fingertip Video Using Generative AI;2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC);2024-07-02

2. ML-Based Chronic Kidney Disease and Diabetes Prediction with Feature Effect Analysis Using SHAP;2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC);2024-07-02

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