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03/22/2023
A dynamic risk score for early prediction of cardiogenic shock using machine learning
Myocardial infarction and heart failure are major cardiovascular disease...
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01/27/2023
On the Feasibility of Machine Learning Augmented Magnetic Resonance for Point-of-Care Identification of Disease
Early detection of many life-threatening diseases (e.g., prostate and br...
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08/18/2022
DIET: Conditional independence testing with marginal dependence measures of residual information
Conditional randomization tests (CRTs) assess whether a variable x is pr...
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07/15/2021
FastSHAP: Real-Time Shapley Value Estimation
Shapley values are widely used to explain black-box models, but they are...
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03/02/2021
Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations
While the need for interpretable machine learning has been established, ...
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07/31/2020