Christopher Ryan King

According to our database, Christopher Ryan King authored at least 19 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-view representation learning for tabular data integration using inter-feature relationships.

Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King

J. Biomed. Informatics, 2024

Effect of standardized EHR-integrated handoff report on intraoperative communication outcomes.

Joanna Abraham, Christopher Ryan King, Lavanya Pedamallu, Mallory Light, Bernadette Henrichs

J. Am. Medical Informatics Assoc., 2024

Contrastive learning: Big Data Foundations and Applications.

Sandhya Tripathi, Christopher Ryan King

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Integrating machine learning predictions for perioperative risk management: Towards an empirical design of a flexible-standardized risk assessment tool.

Joanna Abraham, Brian Bartek, Alicia Meng, Christopher Ryan King, Bing Xue, Chenyang Lu, Michael S. Avidan

J. Biomed. Informatics, January, 2023

A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.

Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Daniel Felsky, Michael Avidan, Yi-Xin Chen, Christopher Ryan King

Trans. Mach. Learn. Res., 2023

Time Associated Meta Learning for Clinical Prediction.

Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King

CoRR, 2023

A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks.

Lecheng Kong, Christopher Ryan King, Bradley A. Fritz, Yixin Chen

CoRR, 2023

2022

Algorithmic Bias in Machine Learning Based Delirium Prediction.

Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher Ryan King

CoRR, 2022

Deep Learning to Jointly Schema Match, Impute, and Transform Databases.

Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King

CoRR, 2022

Perioperative Predictions with Interpretable Latent Representation.

Bing Xue, York Jiao, Thomas George Kannampallil, Bradley A. Fritz, Christopher Ryan King, Joanna Abraham, Michael Avidan, Chenyang Lu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Self-explaining Hierarchical Model for Intraoperative Time Series.

Dingwen Li, Bing Xue, Christopher Ryan King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.

Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Michael Avidan, Yixin Chen, Christopher Ryan King

CoRR, 2021

Ascertaining Design Requirements for Postoperative Care Transition Interventions.

Joanna Abraham, Christopher Ryan King, Alicia Meng

Appl. Clin. Inform., 2021

2020

(Un)fairness in Post-operative Complication Prediction Models.

Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King

CoRR, 2020

Hierarchical Attention Propagation for Healthcare Representation Learning.

Muhan Zhang, Christopher Ryan King, Michael Avidan, Yixin Chen

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Postoperative Mortality Prediction with and Without the Use of Intraoperative Features.

Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan

Proceedings of the AMIA 2020, 2020

2019

Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial.

Christopher Ryan King, Joanna Abraham, Thomas George Kannampallil, Bradley A. Fritz, Arbi Ben Abdallah, Yixin Chen, Bernadette Henrichs, Mary C. Politi, Brian A. Torres, Angela Mickle, Thaddeus P. Budelier, Sherry McKinnon, Stephen Gregory, Sachin Kheterpal, Troy Wildes, Michael S. Avidan, TECTONICS Research Group

F1000Research, 2019

A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room.

Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael Avidan, Yixin Chen

Proceedings of the AMIA 2019, 2019

2006

Clinical Assessment and Mathematical Modeling of the Accuracy of Continuous Glucose Sensors (CGS).

Boris P. Kovatchev, Christopher Ryan King, Marc D. Breton, Stacey M. Anderson, William Clarke

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006