Z. Syed

D. DeRosier, G. Clifford, Z. Syed, 2008, The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians.

Zeeshan Syed, John V. Guttag, Z. Syed, 2011, J. Mach. Learn. Res..

From netflix to heart attacks: collaborative filtering in medical datasets

Zeeshan Syed, Shahzaib Hassan, Z. Syed, 2010, IHI.

Scalable customization of atrial fibrillation detection in cardiac monitoring devices: Increasing detection accuracy through personalized monitoring in large patient populations

Naveen Verma, Zeeshan Syed, Kuk Jin Jang, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Comparing Precision Machine Learning With Consumer, Quality, and Volume Metrics for Ranking Orthopedic Surgery Hospitals: Retrospective Study

M. Saeed, Z. Syed, J. Guttag, 2020, Journal of medical Internet research.

Using procedural codes to supplement risk adjustment: a nonparametric learning approach.

Andrea N. Doud, I. Rubinfeld, Z. Syed, 2011, Journal of the American College of Surgeons.

Predicting emergency coronary artery bypass graft following PCI: application of a computational model to refer patients to hospitals with and without onsite surgical backup

Z. Syed, H. Gurm, M. Moscucci, 2015, Open Heart.

Comparing Precision Machine Learning With Consumer, Quality, and Volume Metrics for Ranking Orthopedic Surgery Hospitals: Retrospective Study (Preprint)

M. Saeed, Z. Syed, J. Guttag, 2020 .

Learning Approximate Sequential Patterns for Classification

Piotr Indyk, Zeeshan Syed, John V. Guttag, 2009, J. Mach. Learn. Res..

Adapting Surgical Models to Individual Hospitals Using Transfer Learning

Zeeshan Syed, Gyemin Lee, Ilan Rubinfeld, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

Improving surgical models through one/two class learning

Zeeshan Syed, Zahi N. Karam, Gyemin Lee, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Limitations of Patient-Associated Co-Morbidity Model in Predicting Postoperative Morbidity and Mortality in Pancreatic Operations

I. Rubinfeld, Z. Syed, V. Velanovich, 2012, Journal of Gastrointestinal Surgery.

Unsupervised Risk Stratification in Clinical Datasets: Identifying Patients at Risk of Rare Outcomes

Zeeshan Syed, Ilan Rubinfeld, I. Rubinfeld, 2010, ICML.

Scalable noise mining in long-term electrocardiographic time-series to predict death following heart attacks

Zeeshan Syed, Chih-Chun Chia, Z. Syed, 2014, KDD.

Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch

Zeeshan Syed, John V. Guttag, Z. Syed, 2010, NIPS.

Comparing symbolic representations of cardiac activity to identify patient populations with similar risk profiles

Z. Syed, B. Scirica, C.M. Stultz, 2008, 2008 Computers in Cardiology.

Computationally Generated Cardiac Biomarkers: Heart Rate Patterns to Predict Death Following Coronary Attacks

Zeeshan Syed, Chih-Chun Chia, Z. Syed, 2011, SDM.

EEG Spatial Decoding and Classification with Logit Shrinkage Regularized Directed Information Assessment (L-SODA) pdf

Xu Chen, Alfred O. Hero, Zeeshan Syed, 2014, ArXiv.

Fast Anomaly Detection in Dynamic Clinical Datasets Using Near-Optimal Hashing with Concentric Expansions

Zeeshan Syed, Ilan Rubinfeld, I. Rubinfeld, 2010, 2010 IEEE International Conference on Data Mining Workshops.

Scaling Unsupervised Risk Stratification to Massive Clinical Datasets

Zeeshan Syed, Ilan Rubinfeld, I. Rubinfeld, 2011, Int. J. Knowl. Discov. Bioinform..

Creating symbolic representations of electroencephalographic signals: An investigation of alternate methodologies on intracranial data

Zeeshan Syed, Ali H. Shoeb, Guha Balakrishnan, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

ECG Morphological Variability in Beat Space for Risk Stratification After Acute Coronary Syndrome

Collin M. Stultz, Z. Syed, J. Guttag, 2014, Journal of the American Heart Association.

Automated Detection of Benzodiazepine Dosage in ICU Patients through a Computational Analysis of Electrocardiographic Data

Zeeshan Syed, Ilan Rubinfeld, Maxwell T. Spadafore, 2015, AMIA.

Quantifying morphology changes in time series data with skew

Zeeshan Syed, John V. Guttag, Phil Sung, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Predicting Surgical Risk: How Much Data is Enough?

Zeeshan Syed, Ilan Rubinfeld, Vic Velanovich, 2010, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Cardiovascular risk stratification with heart rate topics

A. V. Esbroeck, Z. Syed, A. Van Esbroeck, 2012, 2012 Computing in Cardiology.

Quantifying Surgical Complexity through Textual Descriptions of Current Procedural Terminology Codes

Zeeshan Syed, Alexander Van Esbroeck, Ilan Rubinfeld, 2012, AMIA.