Alexander Van Esbroeck

Predicting Readmission Risk with Institution Specific Prediction Models

Glenn Fung, Shipeng Yu, Balaji Krishnapuram, 2013, ICHI.

Multi-task seizure detection: addressing intra-patient variation in seizure morphologies

Zeeshan Syed, Satinder P. Singh, Alexander Van Esbroeck, 2016, Machine Learning.

Monotonic Calibrated Interpolated Look-Up Tables pdf

Maya R. Gupta, Kevin Robert Canini, Andrew Cotter, 2015, J. Mach. Learn. Res..

Heart Rate Topic Models

Zeeshan Syed, Alexander Van Esbroeck, Chih-Chun Chia, 2012, AAAI.

Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization

Zeeshan Syed, Satinder P. Singh, Alexander Van Esbroeck, 2014, AAAI.

Data-driven modeling of sleep states from EEG

M. Brandon Westover, Alexander Van Esbroeck, A. V. Esbroeck, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Building Hospital-Specific Readmission Risk Prediction Models for Heart Failure, Acute Myocardial Infarction and Pneumonia patients

Glenn Fung, Shipeng Yu, Balaji Krishnapuram, 2012, American Medical Informatics Association Annual Symposium.

Quantifying Surgical Complexity through Textual Descriptions of Current Procedural Terminology Codes

Zeeshan Syed, Alexander Van Esbroeck, Ilan Rubinfeld, 2012, AMIA.

Automatic Extraction of Concepts to Extend RadLex

Pattanasak Mongkolwat, David S. Channin, Alexander Van Esbroeck, 2011, Journal of Digital Imaging.

Predicting Readmission Risk with Institution Specific Prediction Models

Glenn Fung, Shipeng Yu, Balaji Krishnapuram, 2013, 2013 IEEE International Conference on Healthcare Informatics.