Michael Draugelis

According to our database, Michael Draugelis authored at least 4 papers between 2017 and 2020.

Collaborative distances:

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

2020

Sparse multi-output Gaussian processes for online medical time series prediction.

Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt

BMC Medical Informatics Decis. Mak., 2020

Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes.

Li-Fang Cheng, Bianca Dumitrascu, Michael Minyi Zhang, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2017

A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units.

Niranjani Prasad, Li-Fang Cheng, Corey Chivers, Michael Draugelis, Barbara E. Engelhardt

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

The Good, The Bad, and The Ugly of Deploying and Adopting Machine Learning Based Models in Clinical Practice.

Yin Aphinyanaphongs, David Holmes, Berkman Sahiner, Parsa Mirhaji, Michael Draugelis

Proceedings of the AMIA 2017, 2017