Portrait of Xinyu Li
PhD Student
Home Department: RI
Lab: Auton Lab
Mailing Address
Displaying 8 Publications

2022
Automated Assessment of Cardiovascular Sufficiency Using Non-Invasive Physiological Data
Xinyu Li, Michael R. Pinsky, and Artur Dubrawski
Journal Article, Sensors, Vol. 22, No. 3, 2022
2021
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks
Chirag Nagpal, Xinyu Rachel Li, and Artur Dubrawski
Journal Article, IEEE Journal of Biomedical and Health Informatics, 2021
2020
Predicting Delayed Cerebral Ischemia using Sequential Patterns in Plethysmography Data
Xinyu Li, Michael Pinsky, Marilyn Hravnak, and Artur Dubrawski
Journal Article, Critical Care Medicine, Vol. 48, No. 1, pp. 366, 2020
2019
Deep survival machines: Fully parametric survival regression and representation learning for censored data with competing risks
Chirag Nagpal, Xinyu Li, and Artur Dubrawski
Workshop Paper, NeurIPS '19 Workshop on Machine Learning for Healthcare (ML4H '19), December, 2019
Forecasting Hemorrhagic Shock by Analyzing Plethysmograph Response to Preoperative Blood Draws
Xinyu Li, Michael Pinsky, Gilles Clermont, and Artur Dubrawski
Journal Article, Intensive Care Medicine Experimental, Vol. 7, pp. 205, September, 2019
Dynamically personalized detection of Hemorrhage
Chirag Nagpal, Xinyu Li, Michael R. Pinsky, and Artur Dubrawski
Conference Paper, Proceedings of 4th Machine Learning for Healthcare Conference (MLHC '19), Vol. 106, pp. 109 - 123, August, 2019
Forecasting Hemorrhagic Shock Using Patterns of Physiologic Response to Routine Pre-operative Blood Draws
Xinyu Li, Michael Pinsky, Gilles Clermont, and Artur Dubrawski
Journal Article, Critical Care, No. 23, pp. 89, March, 2019
2018
Leveraging Routine Pre-Operative Blood Draws to Predict Hemorrhagic Shock During Surgery
Xinyu Li, Michael R. Pinsky, Gilles Clermont, and Artur Dubrawski
Workshop Paper, NeurIPS '18 Workshop on Machine Learning for Healthcare (ML4H '18), December, 2018