Polina Leshetkina

Data-Driven Discovery of Feature Groups in Clinical Time Series

2025 · arXiv (Cornell University)

Clinical time series data are critical for patient monitoring and predictive modeling. These time series are typically multivariate and often comprise hundreds of heterogeneous features from different data sources. The grouping of features based on …