IEEE

GA-RLImpute: A Genetic Algorithm with Reinforcement Learning for Imputation of Medical Tabular Data

Abstract: Existing imputation methods typically apply a uniform, one-size-fits-all strategy, which is ill-suited for medical data where features exhibit highly heterogeneous marginal distributions, ...
BMJ Open

Evaluating outcomes of psychological support services in minimum security prisons in England: a quasi-experimental retrospective cohort study using propensity score matching ...

Objectives To test whether individuals identified as having a likely personality disorder and high reoffending risk, who opted in to psychologically informed support in minimum security prisons ...
IEEE

Low-Cost Functional Testing Based on Data Imputation Integrating Fault Tree Analysis and XGBoost

Abstract: Functional testing is essential for ensuring the quality of electronic products. As system complexity increases, the cost of functional testing—particularly during the motherboard testing ...
Regulatory Affairs Professionals Society

EMA details data quality considerations when using RWD

The European Medicines Agency (EMA) has finalized a document with recommendations on using the European Medicines Regulatory Network (EMRN) Data Quality Framework (DQF) when submitting premarket ...