To address these difficulties, this paper develops a probabilistic record linkage methodology that combines machine learning (ML) with multiple imputation (MI). This ML-MI methodology is applied to ...

Machine learning imputation of metastatic status from open claims in melanoma patients. Vivek Prabhakar Vaidya , Rambaksh Prajapati , Sai Vinod Manirevu , Rohini George , Smita Agrawal , Babu ...

As the use of machine learning algorithms in health care ... Wilson‐Frederick SM, Mallett JS et al. Imputation of race/ethnicity to enable measurement of HEDIS performance by race ...

Machine Learning can be used to impute ECOG PS scores from other clinical data at various points during treatment. Methods: We developed a series of models using logistic regression (LR) or XGBoost ...