Temporal Label Smoothing for Early Event Prediction
We show that by leveraging temporal dependencies in early event prediction in our objective, we can significantly improve performance over traditional MLE.
Sep 10, 2022
HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
We propose a large-scale benchmark for patient monitoring in the ICU, covering a wide range of tasks and providing a reproducible pipeline for data processing and evaluation.
Jul 3, 2021