Alexander Van Esbroeck

According to our database, Alexander Van Esbroeck authored at least 10 papers between 2011 and 2016.

Collaborative distances:

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

2016

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

Alexander Van Esbroeck, Landon Smith, Zeeshan Syed, Satinder Singh, Zahi N. Karam

Mach. Learn., 2016

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

2015

Learning Better Clinical Risk Models.

Alexander Van Esbroeck

PhD thesis, 2015

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

2014

Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization.

Alexander Van Esbroeck, Satinder Singh, Ilan Rubinfeld, Zeeshan Syed

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2012

Data-driven modeling of sleep states from EEG.

Alexander Van Esbroeck, M. Brandon Westover

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the AMIA 2012, 2012

Quantifying Surgical Complexity through Textual Descriptions of Current Procedural Terminology Codes.

Alexander Van Esbroeck, Ilan Rubinfeld, Zeeshan Syed

Proceedings of the AMIA 2012, 2012

Heart Rate Topic Models.

Alexander Van Esbroeck, Chih-Chun Chia, Zeeshan Syed

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Automatic Extraction of Concepts to Extend RadLex.

Rebecca Hazen, Alex P. Van Esbroeck, Pattanasak Mongkolwat, David S. Channin

J. Digit. Imaging, 2011