Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series

Sindhu Tipirneni, Chandan K. Reddy

Multivariate time-series data are frequently observed in critical care settings and are typically characterized by sparsity (missing information) and irregular time intervals. Exis…