2 citations · 2 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Estimating heterogeneous treatment effects with survival outcomes via a deep survival learner
Yuming Sun, Jian Kang, Yi Li
Estimating heterogeneous treatment effects in survival settings is complicated by right censoring as well as the time-varying nature of the estimand. While the conditional average…
cs.LG2026
Kernel-Based Learning of Chest X-ray Images for Predicting ICU Escalation among COVID-19 Patients
Qiyuan Shi, Jian Kang, Yi Li
Kernel methods have been extensively utilized in machine learning for classification and prediction tasks due to their ability to capture complex non-linear data patterns. However,…
cs.LG2022★ 2 cited
Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network Regression
Yuming Sun, Jian Kang, Chad Brummett +1
Preoperative opioid use has been reported to be associated with higher preoperative opioid demand, worse postoperative outcomes, and increased postoperative healthcare utilization…