Fast Anomaly Detection in Dynamic Clinical Datasets Using Near-Optimal Hashing with Concentric Expansions. - Zeeshan Syed; Ilan Rubinfeld (ICDM Workshops, 2010)

Unsupervised Risk Stratification in Clinical Datasets: Identifying Patients at Risk of Rare Outcomes. - Zeeshan Syed; Ilan Rubinfeld (ICML, 2010)

Scaling Unsupervised Risk Stratification to Massive Clinical Datasets. - Zeeshan Syed; Ilan Rubinfeld (Int. J. Knowl. Discov. Bioinform., 2011)

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

Improving surgical models through one/two class learning. - Chih-Chun Chia; Zahi N. Karam; Gyemin Lee; Ilan Rubinfeld; Zeeshan Syed (EMBC, 2012)

Adapting Surgical Models to Individual Hospitals Using Transfer Learning. - Gyemin Lee; Ilan Rubinfeld; Zeeshan Syed (ICDM Workshops, 2012)

e-Portfolio Competency Metadata: Pilot Study for a Call to Action. - Sishir Rao; Andrew Swartz; Leila Obeid; Sevith Rao; Barbara Joyce; Sarah Whitehouse; Mathilda Horst; Jack Butler; Ryan Kinnen; Alexander Shepard; Ilan Rubinfeld (J. Medical Syst., 2012)

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

Automated Detection of Benzodiazepine Dosage in ICU Patients through a Computational Analysis of Electrocardiographic Data. - Maxwell T. Spadafore; Zeeshan Syed; Ilan Rubinfeld (AMIA, 2015)