Carly Eckert

According to our database, Carly Eckert authored at least 10 papers between 2018 and 2021.

Collaborative distances:

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

2021

Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management.

Aloysius Lim, Ashish Singh, Jody Chiam, Carly Eckert, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai

CoRR, 2021

Emergency Department Optimization and Load Prediction in Hospitals.

Karthik K. Padthe, Vikas Kumar, Carly M. Eckert, Nicholas M. Mark, Anam Zahid, Muhammad Aurangzeb Ahmad, Ankur Teredesai

CoRR, 2021

Software as a Medical Device: Regulating AI in Healthcare via Responsible AI.

Muhammad Aurangzeb Ahmad, Steve Overman, Christine Allen, Vikas Kumar, Ankur Teredesai, Carly Eckert

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Fairness in Healthcare AI.

Muhammad Aurangzeb Ahmad, Carly Eckert, Christine Allen, Vikas Kumar, Juhua Hu, Ankur Teredesai

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2020

Fairness in Machine Learning for Healthcare.

Muhammad Aurangzeb Ahmad, Arpit Patel, Carly Eckert, Vikas Kumar, Ankur Teredesai

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

Fairness, accountability, transparency in AI at scale: lessons from national programs.

Muhammad Aurangzeb Ahmad, Ankur Teredesai, Carly Eckert

Proceedings of the FAT* '20: Conference on Fairness, 2020

2019

Development and Prospective Validation of a Machine Learning-Based Risk of Readmission Model in a Large Military Hospital.

Carly Eckert, Neris Nieves-Robbins, Elena Spieker, Tom Louwers, David Hazel, James Marquardt, Keith Solveson, Anam Zahid, Muhammad Ahmad, Richard Barnhill, T. Greg McKelvey, Robert Marshall, Eric A. Shry, Ankur Teredesai

Appl. Clin. Inform., 2019

The Challenge of Imputation in Explainable Artificial Intelligence Models.

Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

2018

Interpretable Machine Learning in Healthcare.

Muhammad Aurangzeb Ahmad, Ankur Teredesai, Carly Eckert

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Death vs. Data Science: Predicting End of Life.

Muhammad A. Ahmad, Carly Eckert, Greg McKelvey, Kiyana Zolfaghar, Anam Zahid, Ankur Teredesai

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018