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

148 citations · 148 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2022★ 148 cited

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

Mingxuan Liu, Siqi Li, Han Yuan +7

Objective: The proper handling of missing values is critical to delivering reliable estimates and decisions, especially in high-stakes fields such as clinical research. The increas…