Bing Xue

16 papers A* 4Misc 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel generative multi-task representation learning approach for predicting postoperative complications in cardiac surgery patients.
J. Am. Medical Informatics Assoc.
Junbo Shen, Bing Xue, Thomas George Kannampallil, Chenyang Lu, Joanna Abraham
2025 J jnl
The foundational capabilities of large language models in predicting postoperative risks using clinical notes.
npj Digit. Medicine
Charles Alba, Bing Xue, Joanna Abraham, Thomas George Kannampallil, Chenyang Lu
2024 J jnl
A Novel Generative Multi-Task Representation Learning Approach for Predicting Postoperative Complications in Cardiac Surgery Patients.
CoRR
Junbo Shen, Bing Xue, Thomas George Kannampallil, Chenyang Lu, Joanna Abraham
2024 J jnl
Prescribing Large Language Models for Perioperative Care: What's The Right Dose for Pre-trained Models?
CoRR
Bing Xue, Charles Alba, Joanna Abraham, Thomas George Kannampallil, Chenyang Lu
2023 A* conf
Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation.
KDD
Bing Xue, Ahmed Sameh Said, Ziqi Xu, Hanyang Liu, Neel Shah, Hanqing Yang, Philip R. O. Payne, Chenyang Lu
2023 J jnl
Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation.
CoRR
Bing Xue, Ahmed Sameh Said, Ziqi Xu, Hanyang Liu, Neel Shah, Hanqing Yang, Philip R. O. Payne, Chenyang Lu
2023 J jnl
Integrating machine learning predictions for perioperative risk management: Towards an empirical design of a flexible-standardized risk assessment tool.
J. Biomed. Informatics
Joanna Abraham, Brian Bartek, Alicia Meng, Christopher Ryan King, Bing Xue, Chenyang Lu, Michael S. Avidan
2023 J jnl
Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients.
J. Am. Medical Informatics Assoc.
Bing Xue, Neel Shah, Hanqing Yang, Thomas George Kannampallil, Philip Richard Orrin Payne, Chenyang Lu, Ahmed Sameh Said
2022 J jnl
Distance-Based Detection of Cough, Wheeze, and Breath Sounds on Wearable Devices.
Sensors
Bing Xue, Wen Shi, Sanjay H. Chotirmall, Vivian Ci Ai Koh, Yi Yang Ang, Rex Xiao Tan, Wee Ser
2022 A* conf
Perioperative Predictions with Interpretable Latent Representation.
KDD
Bing Xue, York Jiao, Thomas George Kannampallil, Bradley A. Fritz, Christopher Ryan King, Joanna Abraham, Michael Avidan, Chenyang Lu
2022 A* conf
Self-explaining Hierarchical Model for Intraoperative Time Series.
ICDM
Dingwen Li, Bing Xue, Christopher Ryan King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu
2022 J jnl
Self-explaining Hierarchical Model for Intraoperative Time Series.
CoRR
Dingwen Li, Bing Xue, Christopher Ryan King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu
2021 Misc conf
Multi-horizon prediction for extracorporeal support in COVID-19 patients.
AMIA
Bing Xue, Neel Shah, Hanqing Yang, Charles Ziegenbein, Thomas George Kannampallil, Philip R. O. Payne, Chenyang Lu, Ahmed Sameh Said
2019 A* conf
KerGM: Kernelized Graph Matching.
NeurIPS
Zhen Zhang, Yijian Xiang, Lingfei Wu, Bing Xue, Arye Nehorai
2019 J jnl
KerGM: Kernelized Graph Matching.
CoRR
Zhen Zhang, Yijian Xiang, Lingfei Wu, Bing Xue, Arye Nehorai
2018 — conf
Obstructive Sleep Apnea Detection Using Difference in Feature and Modified Minimum Distance Classifier.
EMBC
Wen Shi, Bing Xue, Shuli Guo, Daniel Y. T. Goh, Wee Ser