Shahram Ebadollahi

42 papers A* 6A 6B 1Misc 4Journal 9Unranked 15

Year	Rank	Type	Title / Venue / Authors
2016	Misc	`conf`	How informatics are being applied in industry: challenge and opportunity. AMIA Xia Wang, Zhaohui J. Cai, Jorge A. Caballero, Matvey B. Palchuk, Shahram Ebadollahi, Elizabeth S. Chapman
2015	J	`jnl`	Data-driven approach for assessing utility of medical tests using electronic medical records. J. Biomed. Informatics Stein Olav Skrøvseth, Knut Magne Augestad, Shahram Ebadollahi
2015	—	`conf`	Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records. EMBC Yajuan Wang, Kenney Ng, Roy J. Byrd, Jianying Hu, Shahram Ebadollahi, Zahra Daar, Christopher deFilippi, Steven R. Steinhubl, Walter F. Stewart
2014	J	`jnl`	Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records. Int. J. Medical Informatics Roy J. Byrd, Steven R. Steinhubl, Jimeng Sun, Shahram Ebadollahi, Walter F. Stewart
2014	—	`ch.`	Clinical Utility of Machine Learning and Longitudinal EHR Data. Machine Learning in Healthcare Informatics Walter F. Stewart, Jason Roy, Jimeng Sun, Shahram Ebadollahi
2014	Misc	`conf`	Quantifying the Utility of Medical Tests using Longitudinal EHR Data. AMIA Stein Olav Skrøvseth, Knut Magne Augestad, Shahram Ebadollahi
2013	J	`jnl`	A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data. IEEE Trans. Pattern Anal. Mach. Intell. Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi, Andrew F. Laine
2012	Misc	`conf`	A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection. AMIA Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
2012	J	`jnl`	Case-based reasoning in comparative effectiveness research. IBM J. Res. Dev. Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
2012	Misc	`conf`	Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. AMIA Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart
2012	J	`jnl`	Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment. Stat. Anal. Data Min. Fei Wang, Jimeng Sun, Shahram Ebadollahi
2012	J	`jnl`	Real-time analysis for short-term prognosis in intensive care. IBM J. Res. Dev. Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi
2012	A	`conf`	SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. SDM Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi
2012	J	`jnl`	Supervised patient similarity measure of heterogeneous patient records. SIGKDD Explor. Jimeng Sun, Fei Wang, Jianying Hu, Shahram Ebadollahi
2012	A*	`conf`	Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. KDD Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi
2011	J	`jnl`	Anomaly detection in information streams without prior domain knowledge. IBM J. Res. Dev. Mandis S. Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma
2011	A*	`conf`	Automatic Group Sparse Coding. AAAI Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
2011	J	`jnl`	Information technology for healthcare transformation. IBM J. Res. Dev. 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
2011	A	`conf`	Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment. SDM Fei Wang, Jimeng Sun, Shahram Ebadollahi
2011	—	`conf`	Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients. HISB Noah Lee, Andrew F. Laine, Jianying Hu, Fei Wang, Jimeng Sun, Shahram Ebadollahi
2011	A*	`conf`	Toward personalized care management of patients at risk: the diabetes case study. KDD Hani Neuvirth, Michal Ozery-Flato, Jianying Hu, Jonathan Laserson, Martin S. Kohn, Shahram Ebadollahi, Michal Rosen-Zvi
2011	A	`conf`	iMet: Interactive Metric Learning in Healthcare Applications. SDM Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
2010	A*	`conf`	A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. ICDM Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
2010	B	`conf`	Localized Supervised Metric Learning on Temporal Physiological Data. ICPR Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
2010	—	`conf`	Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn, Shahram Ebadollahi, Yanen Li
2009	—	`conf`	A Thin Client Interface to a High Performance Multi-modal Image Analytics System. HICSS James W. Cooper, Shahram Ebadollahi, Ellen Eide
2009	—	`conf`	Concept Detection in Longitudinal Brain MR Images Using Multi-Modal Cues. ISBI Jesus J. Caban, Noah Lee, Shahram Ebadollahi, Andrew Laine, John R. Kender
2009	—	`conf`	Interactive segmentation in multimodal brain imagery using a Bayesian transductive learning approach. Computer-Aided Diagnosis Noah Lee, Jesus Caban, Shahram Ebadollahi, Andrew Laine
2009	A	`conf`	Muti-scale temporal segmentation and outlier detection in sensor networks. ICME Mandis Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma
2008	—	`conf`	Concept-Oriented Access to Longitudinal Multimedia Medical Records: A Case Study in Brain Tumor Managemen. CIAEM Shahram Ebadollahi, James W. Cooper, David Kaufman, Anthony Levas, Andrew F. Laine, Robert L. DeLaPaz, Chalapathy Neti
2007	A*	`conf`	An end-to-end eChronicling System for Mobile Human Surveillance. CVPR Gopal Pingali, Ying-li Tian, Shahram Ebadollahi, Jason W. Pelecanos, Mark Podlaseck, Harry Stavropoulos
2007	A	`conf`	BlogIT: Multimedia Chronicling for Improved Capture, Sharing, and Retrieval of Solutions in Contact Center Applications. ICME Maja Vukovic, Shahram Ebadollahi, Mark Podlaseck, Gopal Pingali
2006	A*	`conf`	Concept-based electronic health records: opportunities and challenges. ACM Multimedia Shahram Ebadollahi, Anni Coden, Michael A. Tanenblatt, Shih-Fu Chang, Tanveer Fathima Syeda-Mahmood, Arnon Amir
2006	—	`conf`	Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space. CIVR Shahram Ebadollahi, Lexing Xie, Andres Abreu, Mark Podlaseck, Shih-Fu Chang, John R. Smith
2006	—	`conf`	IBM Research TRECVID-2006 Video Retrieval System. TRECVID Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie
2006	—	`conf`	Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos. CVAMIA Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
2006	A	`conf`	Visual Event Detection using Multi-Dimensional Concept Dynamics. ICME Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith
2005	—	`conf`	Commercial Detection in Heterogeneous Video Streams Using Fused Multi-Modal and Temporal Features. ICASSP (2) Masami Mizutani, Shahram Ebadollahi, Shih-Fu Chang
2005	—	`conf`	IBM Research TRECVID-2005 Video Retrieval System. TRECVID 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
2004	—	`conf`	Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation. CVPR (2) Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
2002	—	`conf`	Echocardiogram videos: summarization, temporal segmentation and browsing. ICIP (1) Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
2001	—	`conf`	View segmentation and static/dynamic summary generation for echocardiogram videos. JCDL Shahram Ebadollahi, Shih-Fu Chang