Shahram Ebadollahi

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

How informatics are being applied in industry: challenge and opportunity.

Xia Wang, Zhaohui J. Cai, Jorge A. Caballero, Matvey B. Palchuk, Shahram Ebadollahi, Elizabeth S. Chapman

Proceedings of the AMIA 2016, 2016

2015

Data-driven approach for assessing utility of medical tests using electronic medical records.

Stein Olav Skrøvseth, Knut Magne Augestad, Shahram Ebadollahi

J. Biomed. Informatics, 2015

Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records.

Yajuan Wang, Kenney Ng, Roy J. Byrd, Jianying Hu, Shahram Ebadollahi, Zahra Daar, Christopher deFilippi, Steven R. Steinhubl, Walter F. Stewart

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.

Walter F. Stewart, Jason Roy, Jimeng Sun, Shahram Ebadollahi

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.

Roy J. Byrd, Steven R. Steinhubl, Jimeng Sun, Shahram Ebadollahi, Walter F. Stewart

Int. J. Medical Informatics, 2014

Quantifying the Utility of Medical Tests using Longitudinal EHR Data.

Stein Olav Skrøvseth, Knut Magne Augestad, Shahram Ebadollahi

Proceedings of the AMIA 2014, 2014

2013

A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data.

Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi, Andrew F. Laine

IEEE Trans. Pattern Anal. Mach. Intell., 2013

2012

Supervised patient similarity measure of heterogeneous patient records.

Jimeng Sun, Fei Wang, Jianying Hu, Shahram Ebadollahi

SIGKDD Explor., 2012

Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment.

Fei Wang, Jimeng Sun, Shahram Ebadollahi

Stat. Anal. Data Min., 2012

Real-time analysis for short-term prognosis in intensive care.

Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi

IBM J. Res. Dev., 2012

Case-based reasoning in comparative effectiveness research.

Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi

IBM J. Res. Dev., 2012

SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications.

Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach.

Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi

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.

Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart

Proceedings of the AMIA 2012, 2012

A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection.

Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi

Proceedings of the AMIA 2012, 2012

2011

Information technology for healthcare transformation.

Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Pat Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer Fathima Syeda-Mahmood, Wang Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu

IBM J. Res. Dev., 2011

Anomaly detection in information streams without prior domain knowledge.

Mandis S. Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma

IBM J. Res. Dev., 2011

iMet: Interactive Metric Learning in Healthcare Applications.

Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi

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.

Fei Wang, Jimeng Sun, Shahram Ebadollahi

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Toward personalized care management of patients at risk: the diabetes case study.

Hani Neuvirth, Michal Ozery-Flato, Jianying Hu, Jonathan Laserson, Martin S. Kohn, Shahram Ebadollahi, Michal Rosen-Zvi

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.

Noah Lee, Andrew F. Laine, Jianying Hu, Fei Wang, Jimeng Sun, Shahram Ebadollahi

Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

Automatic Group Sparse Coding.

Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Localized Supervised Metric Learning on Temporal Physiological Data.

Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support.

Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi

Proceedings of the ICDM 2010, 2010

Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010.

Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn, Shahram Ebadollahi, Yanen Li

Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009

Interactive segmentation in multimodal brain imagery using a Bayesian transductive learning approach.

Noah Lee, Jesus Caban, Shahram Ebadollahi, Andrew Laine

Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Concept Detection in Longitudinal Brain MR Images Using Multi-Modal Cues.

Jesus J. Caban, Noah Lee, Shahram Ebadollahi, Andrew Laine, John R. Kender

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.

Mandis Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma

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.

James W. Cooper, Shahram Ebadollahi, Ellen Eide

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.

Maja Vukovic, Shahram Ebadollahi, Mark Podlaseck, Gopal Pingali

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

An end-to-end eChronicling System for Mobile Human Surveillance.

Gopal Pingali, Ying-li Tian, Shahram Ebadollahi, Jason W. Pelecanos, Mark Podlaseck, Harry Stavropoulos

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.

Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Concept-based electronic health records: opportunities and challenges.

Shahram Ebadollahi, Anni Coden, Michael A. Tanenblatt, Shih-Fu Chang, Tanveer Fathima Syeda-Mahmood, Arnon Amir

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Visual Event Detection using Multi-Dimensional Concept Dynamics.

Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith

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.

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu

Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space.

Shahram Ebadollahi, Lexing Xie, Andres Abreu, Mark Podlaseck, Shih-Fu Chang, John R. Smith

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005

IBM Research TRECVID-2005 Video Retrieval System.

Arnon Amir, Janne Argillander, Murray Campbell, Alexander Haubold, Giridharan Iyengar, Shahram Ebadollahi, Feng Kang, Milind R. Naphade, Apostol Natsev, John R. Smith, Jelena Tesic, Timo Volkmer

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Commercial Detection in Heterogeneous Video Streams Using Fused Multi-Modal and Temporal Features.

Masami Mizutani, Shahram Ebadollahi, Shih-Fu Chang

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation.

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu

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.

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

View segmentation and static/dynamic summary generation for echocardiogram videos.

Shahram Ebadollahi, Shih-Fu Chang

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001