Michael Draugelis

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 6

Top Topics

Hyperparameters

Intensive Care Units

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Sparse multi-output Gaussian processes for online medical time series prediction. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Li-Fang Cheng, Bianca Dumitrascu, Michael Minyi Zhang, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes. AISTATS (2020)
Li-Fang Cheng, Bianca Dumitrascu, Michael Minyi Zhang, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes. CoRR (2019)
Niranjani Prasad, Li-Fang Cheng, Corey Chivers, Michael Draugelis, Barbara E. Engelhardt
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. CoRR (2017)
Yin Aphinyanaphongs, David Holmes, Berkman Sahiner, Parsa Mirhaji, Michael Draugelis
The Good, The Bad, and The Ugly of Deploying and Adopting Machine Learning Based Models in Clinical Practice. AMIA (2017)
Niranjani Prasad, Li-Fang Cheng, Corey Chivers, Michael Draugelis, Barbara E. Engelhardt
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. UAI (2017)