Shahram Ebadollahi

According to our database1, Shahram Ebadollahi authored at least 41 papers between 2001 and 2016.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2016
How informatics are being applied in industry: challenge and opportunity.
Proceedings of the AMIA 2016, 2016

2015
Data-driven approach for assessing utility of medical tests using electronic medical records.
J. Biomed. Informatics, 2015

Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Clinical Utility of Machine Learning and Longitudinal EHR Data.
Proceedings of the Machine Learning in Healthcare Informatics, 2014

Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records.
Int. J. Medical Informatics, 2014

Quantifying the Utility of Medical Tests using Longitudinal EHR Data.
Proceedings of the AMIA 2014, 2014

2013
A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

2012
Supervised patient similarity measure of heterogeneous patient records.
SIGKDD Explor., 2012

Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment.
Stat. Anal. Data Min., 2012

Real-time analysis for short-term prognosis in intensive care.
IBM J. Res. Dev., 2012

Case-based reasoning in comparative effectiveness research.
IBM J. Res. Dev., 2012

SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records.
Proceedings of the AMIA 2012, 2012

A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection.
Proceedings of the AMIA 2012, 2012

2011
Information technology for healthcare transformation.
IBM J. Res. Dev., 2011

Anomaly detection in information streams without prior domain knowledge.
IBM J. Res. Dev., 2011

iMet: Interactive Metric Learning in Healthcare Applications.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Toward personalized care management of patients at risk: the diabetes case study.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

Automatic Group Sparse Coding.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Localized Supervised Metric Learning on Temporal Physiological Data.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support.
Proceedings of the ICDM 2010, 2010

Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
Interactive segmentation in multimodal brain imagery using a Bayesian transductive learning approach.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Concept Detection in Longitudinal Brain MR Images Using Multi-Modal Cues.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Muti-scale temporal segmentation and outlier detection in sensor networks.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A Thin Client Interface to a High Performance Multi-modal Image Analytics System.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

2007
BlogIT: Multimedia Chronicling for Improved Capture, Sharing, and Retrieval of Solutions in Contact Center Applications.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

An end-to-end eChronicling System for Mobile Human Surveillance.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
IBM Research TRECVID-2006 Video Retrieval System.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Concept-based electronic health records: opportunities and challenges.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Visual Event Detection using Multi-Dimensional Concept Dynamics.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
IBM Research TRECVID-2005 Video Retrieval System.
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Commercial Detection in Heterogeneous Video Streams Using Fused Multi-Modal and Temporal Features.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2002
Echocardiogram videos: summarization, temporal segmentation and browsing.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
View segmentation and static/dynamic summary generation for echocardiogram videos.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001


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