Failure Modes of Time Series Interpretability Algorithms for Critical Care Applications and Potential Solutions

Shashank Yadav, Vignesh Subbian

Interpretability plays a vital role in aligning and deploying deep learning models in critical care, especially in constantly evolving conditions that influence patient survival. H…