A particle swarm optimization levy flight algorithm for imputation of missing creatinine dataset

• Main Authors: Ismail, Amelia Ritahani, Abdul Aziz, Normaziah, Md Ralib, Azrina, Zainal Abidin, Nadzurah, Basath, Samar Salem
• Format: Article
• Language: English; English
• Published: Universitas Ahmad Dahlan 2021
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/93912/7/93912_A%20particle%20swarm%20optimization_Scopus.pdf; http://irep.iium.edu.my/93912/8/93912_A%20particle%20swarm%20optimization%20.pdf; http://irep.iium.edu.my/93912/; https://ijain.org/index.php/IJAIN/article/view/677/ijain_v7i2_p225-236
• Institution: Universiti Islam Antarabangsa Malaysia

Clinicians could intervene during what may be a crucial stage for preventing permanent kidney injury if patients with incipient Acute Kidney Injury (AKI) and those at high risk of developing AKI could be identified. This paper proposes an improved mechanism to machine learning imputation algorithms...