Dingwen Li

Self-explaining Hierarchical Model for Intraoperative Time Series

2022 · arXiv (Cornell University)

Major postoperative complications are devastating to surgical patients. Some of these complications are potentially preventable via early predictions based on intraoperative data. However, intraoperative data comprise long and fine-grained multivariate time series, prohibiting the effective …