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Books and Theses
- 2015
[b1]Alexander Van Esbroeck:
Learning Better Clinical Risk Models. University of Michigan, USA, 2015
Journal Articles
- 2016
- [j4]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: 109:1-109:47 (2016) - [j3]Alexander Van Esbroeck, Landon Smith, Zeeshan Syed, Satinder Singh, Zahi N. Karam:
Multi-task seizure detection: addressing intra-patient variation in seizure morphologies. Mach. Learn. 102(3): 309-321 (2016) - 2015
- [j2]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): 89-96 (2015) - 2011
- [j1]Rebecca Hazen, Alex P. Van Esbroeck, Pattanasak Mongkolwat, David S. Channin:
Automatic Extraction of Concepts to Extend RadLex. J. Digit. Imaging 24(1): 165-169 (2011)
Conference and Workshop Papers
- 2014
- [c6]Alexander Van Esbroeck, Satinder Singh, Ilan Rubinfeld, Zeeshan Syed:
Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization. AAAI 2014: 1307-1313 - 2013
- [c5]Shipeng Yu, Alexander Van Esbroeck, Faisal Farooq, Glenn Fung, Vikram Anand, Balaji Krishnapuram:
Predicting Readmission Risk with Institution Specific Prediction Models. ICHI 2013: 415-420 - 2012
- [c4]Alexander Van Esbroeck, Chih-Chun Chia, Zeeshan Syed:
Heart Rate Topic Models. AAAI 2012: 1635-1641 - [c3]Alexander Van Esbroeck, Ilan Rubinfeld, Zeeshan Syed:
Quantifying Surgical Complexity through Textual Descriptions of Current Procedural Terminology Codes. AMIA 2012 - [c2]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 - [c1]Alexander Van Esbroeck, M. Brandon Westover:
Data-driven modeling of sleep states from EEG. EMBC 2012: 5090-5093
Coauthor Index
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