2 citations · 2 across the 2 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…
stat.ML2023
Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients
Yuming Sun, Jian Kang, Chinmay Haridas +5
Lung cancer is a leading cause of cancer mortality globally, highlighting the importance of understanding its mortality risks to design effective patient-centered therapies. The Na…
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…