Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques
Mingxuan Liu, Siqi Li, Han Yuan, Marcus Eng Hock Ong, Yilin Ning, Feng Xie, Seyed Ehsan Saffari, Yuqing Shang, Victor Volovici, Bibhas Chakraborty, Nan Liu
Topics & Concepts
Imputation (statistics)Missing dataComputer scienceData miningCINAHLDatabase normalizationMachine learningArtificial intelligenceData scienceMEDLINEPattern recognition (psychology)LawPolitical scienceMachine Learning in HealthcareStatistical Methods and Bayesian InferenceChronic Disease Management Strategies