Binquan Wu

Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series

Irregularly Sampled Medical Time Series (ISMTS) are commonly found in the healthcare domain, where different variables exhibit unique temporal patterns while interrelated. However, many existing methods fail to efficiently consider the differences and correlations among medical variables together, l…