TIMING, a segment-masked variant of Integrated Gradients, together with two cumulative metrics (CPD and CPP), is claimed to improve time series explanations, but only under the paper's own metrics.
Elevated admission lactate levels in the emergency department are associated with increased 30-day mortality in non-trauma critically ill patients
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TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation
TIMING, a segment-masked variant of Integrated Gradients, together with two cumulative metrics (CPD and CPP), is claimed to improve time series explanations, but only under the paper's own metrics.