2026
RETHINKING LARGE LANGUAGE MODELS FOR IRREGULAR TIME SERIES CLASSIFICATION IN CRITICAL CARE
ICASSP 2026oral
Time series data from the Intensive Care Unit (ICU) provides critical information for patient monitoring. While recent advancements in applying Large Language Models (LLMs) to time series modeling (TSM) have shown great promise, their effectiveness on the irregular ICU data, characterized by particu…