Author details

Full Name

Iyad Batal

Affiliation

University of Pittsburgh

ORCID

Career Start Year

2009

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
26752800	An Efficient Pattern Mining Approach for Event Detection in Multivariate Temporal Data.	Knowl Inf Syst	2016
27720983	Outlier-based detection of unusual patient-management actions: An ICU study.	J Biomed Inform	2016
26613069	A Generalized Mixture Framework for Multi-label Classification.	Proc SIAM Int Conf Data Min	2015
25927015	An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification.	Proc SIAM Int Conf Data Min	2014
25927011	A Mixtures-of-Trees Framework for Multi-Label Classification.	Proc ACM Int Conf Inf Knowl Manag	2014
22944172	Outlier detection for patient monitoring and alerting.	J Biomed Inform	2013
25309815	A Temporal Pattern Mining Approach for Classifying Electronic Health Record Data.	ACM Trans Intell Syst Technol	2013
25937993	Mining Recent Temporal Patterns for Event Detection in Multivariate Time Series Data.	KDD	2012
25938136	A Bayesian Scoring Technique for Mining Predictive and Non-Spurious Rules.	Mach Learn Knowl Discov Databases	2012
22267987	A Pattern Mining Approach for Classifying Multivariate Temporal Data.	Proceedings (IEEE Int Conf Bioinformatics Biomed)	2011
21346935	Mining Clinical Data using Minimal Predictive Rules.	AMIA Annu Symp Proc	2010
21346986	Conditional outlier detection for clinical alerting.	AMIA Annu Symp Proc	2010
20351817	A temporal abstraction framework for classifying clinical temporal data.	AMIA Annu Symp Proc	2009

1 - 13 of 13

Robert Chen

Emory University

Career Start Year 2015

Number of shared co-authors 0

Joyce C Ho

Emory University

Career Start Year 2013

Number of shared co-authors 0

Jonathan H Chen

Stanford University School of Medicine

Career Start Year 2013

Number of shared co-authors 0

Mathieu Guillame-Bert

Carnegie Mellon University

Career Start Year 2013

Number of shared co-authors 1

Fei Wang

Peking University Cancer Hospital & Institute, Beijing Cancer Hospital & Institute

Career Start Year 2012

Number of shared co-authors 0

Mohamed F Ghalwash

IBM T. J. Watson Research Center

Career Start Year 2012

Number of shared co-authors 0

Jeremy C Weiss

Carnegie Mellon University

Career Start Year 2012

Number of shared co-authors 3

You Chen

Vanderbilt University Medical Center

Career Start Year 2011

Number of shared co-authors 0

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 0

Jimeng Sun

University of Illinois Urbana-Champaign.

Career Start Year 2010

Number of shared co-authors 0

Daby Sow

Center for Computational Health

Career Start Year 2010

Number of shared co-authors 0

Rishikesan Kamaleswaran

Duke University, Emory University, Society for Critical Care Medicine, University of Ontario Institute of Technology, University of Tennessee Health Science Center

Career Start Year 2009

Number of shared co-authors 1

Artur Dubrawski

Carnegie Mellon University

Career Start Year 2008

Number of shared co-authors 1

Yuan Luo

Northwestern University Feinberg School of Medicine

Career Start Year 2007

Number of shared co-authors 2

Mihaela van der Schaar

University of Cambridge