Caroline Der Nigoghossian

According to our database, Caroline Der Nigoghossian authored at least 4 papers between 2020 and 2023.

Collaborative distances:

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

2023

A methodology of phenotyping ICU patients from EHR data: High-fidelity, personalized, and interpretable phenotypes estimation.

Yanran Wang, J. N. Stroh, George Hripcsak, Cecilia C. Low Wang, Tellen D. Bennett, Julia Wrobel, Caroline Der Nigoghossian, Scott W. Mueller, Jan Claassen, David J. Albers

J. Biomed. Informatics, December, 2023

Interpretable physiological forecasting in the ICU using constrained data assimilation and electronic health record data.

David J. Albers, Melike Sirlanci, Matthew E. Levine, Jan Claassen, Caroline Der Nigoghossian, George Hripcsak

J. Biomed. Informatics, September, 2023

2022

A methodology of phenotyping ICU patients: high-fidelity, personalized, and interpretable phenotypes estimation.

Yanran Wang, J. N. Stroh, George Hripcsak, Cecilia C. Low Wang, Julia Wrobel, Caroline Der Nigoghossian, Tellen D. Bennett, David J. Albers

Proceedings of the AMIA 2022, 2022

2020

Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting.

David J. Albers, Melike Sirlanci Tuysuzoglu, Matthew E. Levine, Caroline Der Nigoghossian, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak

Proceedings of the AMIA 2020, 2020