Alexander Van Esbroeck

Publication Activity (10 Years)

Years Active: 2012-2016
Publications (10 Years): 3

Top Topics

Quality Prediction

Acute Myocardial Infarction

Prediction Model

Top Venues

Artif. Intell. Medicine

Publications

Alexander Van Esbroeck, Landon Smith, Zeeshan Syed, Satinder P. Singh, Zahi N. Karam
Multi-task seizure detection: addressing intra-patient variation in seizure morphologies. Mach. Learn. 102 (3) (2016)
Maya R. Gupta, Andrew Cotter, Jan Pfeifer, Konstantin Voevodski, Kevin Robert Canini, Alexander Mangylov, Wojtek Moczydlowski, Alexander Van Esbroeck
Monotonic Calibrated Interpolated Look-Up Tables. J. Mach. Learn. Res. 17 (2016)
Shipeng Yu, Faisal Farooq, Alexander Van Esbroeck, Glenn Fung, Vikram Anand, Balaji Krishnapuram
Predicting readmission risk with institution-specific prediction models. Artif. Intell. Medicine 65 (2) (2015)
Alexander Van Esbroeck, Satinder P. Singh, Ilan Rubinfeld, Zeeshan Syed
Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization. AAAI (2014)
Shipeng Yu, Alexander Van Esbroeck, Faisal Farooq, Glenn Fung, Vikram Anand, Balaji Krishnapuram
Predicting Readmission Risk with Institution Specific Prediction Models. ICHI (2013)
Alexander Van Esbroeck, Chih-Chun Chia, Zeeshan Syed
Heart Rate Topic Models. AAAI (2012)
Alexander Van Esbroeck, Ilan Rubinfeld, Zeeshan Syed
Quantifying Surgical Complexity through Textual Descriptions of Current Procedural Terminology Codes. AMIA (2012)
Alexander Van Esbroeck, M. Brandon Westover
Data-driven modeling of sleep states from EEG. EMBC (2012)
Shipeng Yu, Faisal Farooq, Glenn Fung, Balaji Krishnapuram, Alexander Van Esbroeck, Vikram Anand
Building Hospital-Specific Readmission Risk Prediction Models for Heart Failure, Acute Myocardial Infarction and Pneumonia patients. AMIA (2012)