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cs.LG2022
Machine learning for dynamically predicting the onset of renal replacement therapy in chronic kidney disease patients using claims data
Daniel Lopez-Martinez, Christina Chen, Ming-Jun Chen
Chronic kidney disease (CKD) represents a slowly progressive disorder that can eventually require renal replacement therapy (RRT) including dialysis or renal transplantation. Early…
cs.LG2022★ 1 cited
Boosting the interpretability of clinical risk scores with intervention predictions
Eric Loreaux, Ke Yu, Jonas Kemp +8
Machine learning systems show significant promise for forecasting patient adverse events via risk scores. However, these risk scores implicitly encode assumptions about future inte…