Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques

Mingxuan Liu(Duke-NUS Medical School), Nan Liu(Southwest Medical University), Yilin Ning(Duke-NUS Medical School), Victor Volovici(Erasmus MC), Seyed Ehsan Saffari(Duke-NUS Medical School), Feng Xie(Duke-NUS Medical School), Siqi Li(Duke-NUS Medical School), Han Yuan(Duke-NUS Medical School), Yuqing Shang(Duke-NUS Medical School), Marcus Eng Hock Ong(Singapore General Hospital), Bibhas Chakraborty(National University of Singapore)
Artificial Intelligence in Medicine
May 22, 2023
Cited by 129


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