View segmentation and static/dynamic summary generation for echocardiogram videos. - Shahram Ebadollahi; Shih-Fu Chang (JCDL, 2001)

Echocardiogram videos: summarization, temporal segmentation and browsing. - Shahram Ebadollahi; Shih-Fu Chang; Henry D. Wu (ICIP (1), 2002)

Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation. - Shahram Ebadollahi; Shih-Fu Chang; Henry D. Wu (CVPR (2), 2004)

Commercial Detection in Heterogeneous Video Streams Using Fused Multi-Modal and Temporal Features. - Masami Mizutani; Shahram Ebadollahi; Shih-Fu Chang (ICASSP (2), 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 (TRECVID, 2005)

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 (CIVR, 2006)

Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos. - Shahram Ebadollahi; Shih-Fu Chang; Henry D. Wu (CVAMIA, 2006)

Visual Event Detection using Multi-Dimensional Concept Dynamics. - Shahram Ebadollahi; Lexing Xie; Shih-Fu Chang; John R. Smith (ICME, 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 (ACM Multimedia, 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 (TRECVID, 2006)

An end-to-end eChronicling System for Mobile Human Surveillance. - Gopal Pingali; Ying-li Tian; Shahram Ebadollahi; Jason W. Pelecanos; Mark Podlaseck; Harry Stavropoulos (CVPR, 2007)

BlogIT: Multimedia Chronicling for Improved Capture, Sharing, and Retrieval of Solutions in Contact Center Applications. - Maja Vukovic; Shahram Ebadollahi; Mark Podlaseck; Gopal Pingali (ICME, 2007)

Concept-Oriented Access to Longitudinal Multimedia Medical Records: A Case Study in Brain Tumor Managemen. - Shahram Ebadollahi; James W. Cooper; David Kaufman; Anthony Levas; Andrew F. Laine; Robert L. DeLaPaz; Chalapathy Neti (CIAEM, 2008)

A Thin Client Interface to a High Performance Multi-modal Image Analytics System. - James W. Cooper; Shahram Ebadollahi; Ellen Eide (HICSS, 2009)

Muti-scale temporal segmentation and outlier detection in sensor networks. - Mandis Beigi; Shih-Fu Chang; Shahram Ebadollahi; Dinesh C. Verma (ICME, 2009)

Concept Detection in Longitudinal Brain MR Images Using Multi-Modal Cues. - Jesus J. Caban; Noah Lee; Shahram Ebadollahi; Andrew Laine; John R. Kender (ISBI, 2009)

Interactive segmentation in multimodal brain imagery using a Bayesian transductive learning approach. - Noah Lee; Jesus Caban; Shahram Ebadollahi; Andrew Laine (Computer-Aided Diagnosis, 2009)

Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010. - Parikshit Sondhi; Jimeng Sun 001; ChengXiang Zhai; Robert Sorrentino; Martin S. Kohn; Shahram Ebadollahi; Yanen Li (CLEF (Notebook Papers/LABs/Workshops), 2010)

A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. - Jimeng Sun 001; Daby M. Sow; Jianying Hu; Shahram Ebadollahi (ICDM, 2010)

Localized Supervised Metric Learning on Temporal Physiological Data. - Jimeng Sun 001; Daby M. Sow; Jianying Hu; Shahram Ebadollahi (ICPR, 2010)

Automatic Group Sparse Coding. - Fei Wang 001; Noah Lee; Jimeng Sun 001; Jianying Hu; Shahram Ebadollahi (AAAI, 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 001; Jimeng Sun 001; Shahram Ebadollahi (HISB, 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 (KDD, 2011)

Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment. - Fei Wang 001; Jimeng Sun 001; Shahram Ebadollahi (SDM, 2011)

iMet: Interactive Metric Learning in Healthcare Applications. - Fei Wang 001; Jimeng Sun 001; Jianying Hu; Shahram Ebadollahi (SDM, 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)

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; et al. (IBM J. Res. Dev., 2011)

A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection. - Jianying Hu; Fei Wang 001; Jimeng Sun 001; Robert Sorrentino; Shahram Ebadollahi (AMIA, 2012)

Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. - Jimeng Sun 001; Jianying Hu; Dijun Luo; Marianthi Markatou; Fei Wang 001; Shahram Ebadollahi; Zahra Daar; Walter F. Stewart (AMIA, 2012)

Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. - Fei Wang 001; Noah Lee; Jianying Hu; Jimeng Sun 001; Shahram Ebadollahi (KDD, 2012)

SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. - Dijun Luo; Fei Wang 001; Jimeng Sun 001; Marianthi Markatou; Jianying Hu; Shahram Ebadollahi (SDM, 2012)

Case-based reasoning in comparative effectiveness research. - Marianthi Markatou; Prabani Kuruppumullage Don; Jianying Hu; Fei Wang 001; Jimeng Sun 001; Robert Sorrentino; Shahram Ebadollahi (IBM J. Res. Dev., 2012)

Real-time analysis for short-term prognosis in intensive care. - Daby M. Sow; Jimeng Sun 001; Alain Biem; Jianying Hu; Marion Blount; Shahram Ebadollahi (IBM J. Res. Dev., 2012)

Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment. - Fei Wang 001; Jimeng Sun 001; Shahram Ebadollahi (Stat. Anal. Data Min., 2012)

Supervised patient similarity measure of heterogeneous patient records. - Jimeng Sun 001; Fei Wang 001; Jianying Hu; Shahram Ebadollahi (SIGKDD Explor., 2012)

A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data. - Fei Wang 001; Noah Lee; Jianying Hu; Jimeng Sun 001; Shahram Ebadollahi; Andrew F. Laine (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Quantifying the Utility of Medical Tests using Longitudinal EHR Data. - Stein Olav Skrøvseth; Knut Magne Augestad; Shahram Ebadollahi (AMIA, 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 001; Shahram Ebadollahi; Walter F. Stewart (Int. J. Medical Informatics, 2014)

Clinical Utility of Machine Learning and Longitudinal EHR Data. - Walter F. Stewart; Jason Roy; Jimeng Sun 001; Shahram Ebadollahi (Machine Learning in Healthcare Informatics, 2014)

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 (EMBC, 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)

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 (AMIA, 2016)