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

M Liu, S Li, H Yuan, MEH Ong, Y Ning, F Xie… - Artificial intelligence in …, 2023 - Elsevier
Objective The proper handling of missing values is critical to delivering reliable estimates
and decisions, especially in high-stakes fields such as clinical research. In response to the …

Analysing clinical data for real-world evidence generation in oncology

C Traynor - 2021 - wrap.warwick.ac.uk
Randomised clinical trials (RCT) are the bedrock of evidence-based medicine and remain
the gold standard in determining the efficacy and safety of investigational new drugs in well …