Early Prediction of Chronic Kidney Disease Using Machine Learning Algorithms with Feature Selection Techniques

Sultana Umme Habiba; Farzana Tasnim; M. S. Chowdhury; Md. Khairul Islam; Lutfun Nahar; Tanjim Mahmud; M. Shamim Kaiser; Mohammad Shahadat Hossain; Karl Andersson

doi:10.1007/978-3-031-68639-9_14

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Early Prediction of Chronic Kidney Disease Using Machine Learning Algorithms with Feature Selection Techniques

Sultana Umme Habiba Farzana Tasnim M. S. Chowdhury Md. Khairul Islam Lutfun Nahar Tanjim Mahmud M. Shamim Kaiser Mohammad Shahadat Hossain Karl Andersson

Year: 2024 Communications in computer and information science Pages: 224-242 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-031-68639-9_14

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Keywords:

Feature selection Computer science Selection (genetic algorithm) Artificial intelligence Feature (linguistics) Machine learning Algorithm Pattern recognition (psychology)

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Artificial Intelligence in Healthcare

Health Sciences → Health Professions → Health Information Management

Smart Systems and Machine Learning

Physical Sciences → Computer Science → Computer Networks and Communications

Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Early Prediction of Chronic Kidney Disease Using Machine Learning Algorithms with Feature Selection Techniques

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