Shahram Ebadollahi

Publication Activity (10 Years)

Years Active: 2001-2016
Publications (10 Years): 3

Top Topics

Electronic Health Records

Event Sequences

Similarity Assessment

Top Venues

IBM J. Res. Dev.

Stat. Anal. Data Min.

Publications

Xia Wang, Zhaohui J. Cai, Jorge A. Caballero, Matvey B. Palchuk, Shahram Ebadollahi, Elizabeth S. Chapman
How informatics are being applied in industry: challenge and opportunity. AMIA (2016)
Yajuan Wang, Kenney Ng, Roy J. Byrd, Jianying Hu, Shahram Ebadollahi, Zahra Daar, Christopher deFilippi, Steven R. Steinhubl, Walter F. Stewart
Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records. EMBC (2015)
Stein Olav Skrøvseth, Knut Magne Augestad, Shahram Ebadollahi
Data-driven approach for assessing utility of medical tests using electronic medical records. J. Biomed. Informatics 53 (2015)
Roy J. Byrd, Steven R. Steinhubl, Jimeng Sun, Shahram Ebadollahi, Walter F. Stewart
Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records. Int. J. Medical Informatics 83 (12) (2014)
Stein Olav Skrøvseth, Knut Magne Augestad, Shahram Ebadollahi
Quantifying the Utility of Medical Tests using Longitudinal EHR Data. AMIA (2014)
Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi, Andrew F. Laine
A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data. IEEE Trans. Pattern Anal. Mach. Intell. 35 (2) (2013)
Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi
SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. SDM (2012)
Fei Wang, Jimeng Sun, Shahram Ebadollahi
Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment. Stat. Anal. Data Min. 5 (1) (2012)
Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi
Real-time analysis for short-term prognosis in intensive care. IBM J. Res. Dev. 56 (5) (2012)
Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection. AMIA (2012)
Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
Case-based reasoning in comparative effectiveness research. IBM J. Res. Dev. 56 (5) (2012)
Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi
Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. KDD (2012)
Jimeng Sun, Fei Wang, Jianying Hu, Shahram Ebadollahi
Supervised patient similarity measure of heterogeneous patient records. SIGKDD Explor. 14 (1) (2012)
Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart
Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. AMIA (2012)
Hani Neuvirth, Michal Ozery-Flato, Jianying Hu, Jonathan Laserson, Martin S. Kohn, Shahram Ebadollahi, Michal Rosen-Zvi
Toward personalized care management of patients at risk: the diabetes case study. KDD (2011)
Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
iMet: Interactive Metric Learning in Healthcare Applications. SDM (2011)
Noah Lee, Andrew F. Laine, Jianying Hu, Fei Wang, Jimeng Sun, Shahram Ebadollahi
Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients. HISB (2011)
Fei Wang, Jimeng Sun, Shahram Ebadollahi
Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment. SDM (2011)
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
Information technology for healthcare transformation. IBM J. Res. Dev. 55 (5) (2011)
Mandis S. Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma
Anomaly detection in information streams without prior domain knowledge. IBM J. Res. Dev. 55 (5) (2011)
Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
Automatic Group Sparse Coding. AAAI (2011)
Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
Localized Supervised Metric Learning on Temporal Physiological Data. ICPR (2010)
Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. ICDM (2010)
Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn, Shahram Ebadollahi, Yanen Li
Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) (2010)
James W. Cooper, Shahram Ebadollahi, Ellen Eide
A Thin Client Interface to a High Performance Multi-modal Image Analytics System. HICSS (2009)
Jesus J. Caban, Noah Lee, Shahram Ebadollahi, Andrew Laine, John R. Kender
Concept Detection in Longitudinal Brain MR Images Using Multi-Modal Cues. ISBI (2009)
Mandis Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma
Muti-scale temporal segmentation and outlier detection in sensor networks. ICME (2009)
Noah Lee, Jesus Caban, Shahram Ebadollahi, Andrew Laine
Interactive segmentation in multimodal brain imagery using a Bayesian transductive learning approach. Medical Imaging: Computer-Aided Diagnosis (2009)
Gopal Pingali, Ying-li Tian, Shahram Ebadollahi, Jason W. Pelecanos, Mark Podlaseck, Harry Stavropoulos
An end-to-end eChronicling System for Mobile Human Surveillance. CVPR (2007)
Maja Vukovic, Shahram Ebadollahi, Mark Podlaseck, Gopal Pingali
BlogIT: Multimedia Chronicling for Improved Capture, Sharing, and Retrieval of Solutions in Contact Center Applications. ICME (2007)
Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos. CVAMIA (2006)
Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith
Visual Event Detection using Multi-Dimensional Concept Dynamics. ICME (2006)
Shahram Ebadollahi, Anni Coden, Michael A. Tanenblatt, Shih-Fu Chang, Tanveer Fathima Syeda-Mahmood, Arnon Amir
Concept-based electronic health records: opportunities and challenges. ACM Multimedia (2006)
Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie
IBM Research TRECVID-2006 Video Retrieval System. TRECVID (2006)
Shahram Ebadollahi, Lexing Xie, Andres Abreu, Mark Podlaseck, Shih-Fu Chang, John R. Smith
Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space. CIVR (2006)
Masami Mizutani, Shahram Ebadollahi, Shih-Fu Chang
Commercial Detection in Heterogeneous Video Streams Using Fused Multi-Modal and Temporal Features. ICASSP (2) (2005)
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
IBM Research TRECVID-2005 Video Retrieval System. TRECVID (2005)
Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation. CVPR (2) (2004)
Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
Echocardiogram videos: summarization, temporal segmentation and browsing. ICIP (1) (2002)
Shahram Ebadollahi, Shih-Fu Chang
View segmentation and static/dynamic summary generation for echocardiogram videos. JCDL (2001)