Missing value imputation for diabetes prediction

• Main Authors: Luo, Fei, Qian, Hangwei, Wang, Di, Guo, Xu, Sun, Yan, Lee, Eng Sing, Teong, Hui Hwang, Lai, Ray Tian Rui, Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Diabetes-Related Dataset; Diabetes Prediction
• Online Access: https://hdl.handle.net/10356/164147
• Institution: Nanyang Technological University

Machine learning (ML) models have been widely used to improve the accuracy and efficiency of various types of disease diagnostic tasks. However, it is still challenging to apply ML models to perform diabetes-related prediction tasks mainly because patients' health records are sparse and have a...