Automatic Extraction of Concepts to Extend RadLex. - Rebecca Hazen; Alex P. Van Esbroeck; Pattanasak Mongkolwat; David S. Channin (J. Digit. Imaging, 2011)

Heart Rate Topic Models. - Alexander Van Esbroeck; Chih-Chun Chia; Zeeshan Syed (AAAI, 2012)

Quantifying Surgical Complexity through Textual Descriptions of Current Procedural Terminology Codes. - Alexander Van Esbroeck; Ilan Rubinfeld; Zeeshan Syed (AMIA, 2012)

Building Hospital-Specific Readmission Risk Prediction Models for Heart Failure, Acute Myocardial Infarction and Pneumonia patients. - Shipeng Yu; Faisal Farooq; Glenn Fung; Balaji Krishnapuram; Alexander Van Esbroeck; Vikram Anand (AMIA, 2012)

Data-driven modeling of sleep states from EEG. - Alexander Van Esbroeck; M. Brandon Westover (EMBC, 2012)

Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization. - Alexander Van Esbroeck; Satinder Singh 001; Ilan Rubinfeld; Zeeshan Syed (AAAI, 2014)

Predicting readmission risk with institution-specific prediction models. - Shipeng Yu; Faisal Farooq; Alexander Van Esbroeck; Glenn Fung; Vikram Anand; Balaji Krishnapuram (Artif. Intell. Medicine, 2015)

Learning Better Clinical Risk Models. - Alexander Van Esbroeck (2015)

Monotonic Calibrated Interpolated Look-Up Tables. - Maya R. Gupta; Andrew Cotter; Jan Pfeifer; Konstantin Voevodski; Kevin Robert Canini; Alexander Mangylov; Wojtek Moczydlowski; Alexander Van Esbroeck (J. Mach. Learn. Res., 2016)

Multi-task seizure detection: addressing intra-patient variation in seizure morphologies. - Alexander Van Esbroeck; Landon Smith; Zeeshan Syed; Satinder Singh 001; Zahi N. Karam (Mach. Learn., 2016)