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 0003. Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques. Artificial Intelligence in Medicine, 142:102587, August 2023. [doi]

Authors

Mingxuan Liu

This author has not been identified. Look up 'Mingxuan Liu' in Google

Siqi Li

This author has not been identified. Look up 'Siqi Li' in Google

Han Yuan

This author has not been identified. Look up 'Han Yuan' in Google

Marcus Eng Hock Ong

This author has not been identified. Look up 'Marcus Eng Hock Ong' in Google

Yilin Ning

This author has not been identified. Look up 'Yilin Ning' in Google

Feng Xie

This author has not been identified. Look up 'Feng Xie' in Google

Seyed Ehsan Saffari

This author has not been identified. Look up 'Seyed Ehsan Saffari' in Google

Yuqing Shang

This author has not been identified. Look up 'Yuqing Shang' in Google

Victor Volovici

This author has not been identified. Look up 'Victor Volovici' in Google

Bibhas Chakraborty

This author has not been identified. Look up 'Bibhas Chakraborty' in Google

Nan Liu 0003

This author has not been identified. Look up 'Nan Liu 0003' in Google