Search Results for author: Yuming Sun

Found 2 papers, 1 papers with code

Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients

no code implementations9 Mar 2023 Yuming Sun, Jian Kang, Chinmay Haridas, Nicholas R. Mayne, Alexandra L. Potter, Chi-Fu Jeffrey Yang, David C. Christiani, Yi Li

The National Lung Screening Trial (NLST) employed computed tomography texture analysis, which provides objective measurements of texture patterns on CT scans, to quantify the mortality risks of lung cancer patients.

feature selection Survival Analysis +1

Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network Regression

1 code implementation7 May 2022 Yuming Sun, Jian Kang, Chad Brummett, Yi Li

Preoperative opioid use has been reported to be associated with higher preoperative opioid demand, worse postoperative outcomes, and increased postoperative healthcare utilization and expenditures.

Management regression

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