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In this study we aim to develop a decision support application for predicting ICU mortality risk that starts with a clinical analysis of the problem that also leverages machine learning to help create an algorithm with good performance characteristics. By starting from a clear basis in clinical practice we hope to improve algorithm development and the transparency of the resulting system. We start...
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