Shahram Ebadollahi, Ph.D. - Publications

Affiliations: 
2005 Columbia University, New York, NY 

45 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Yajuan Wang, Ng K, Byrd RJ, Jianying Hu, Ebadollahi S, Daar Z, deFilippi C, Steinhubl SR, Stewart WF. Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 2530-3. PMID 26736807 DOI: 10.1109/EMBC.2015.7318907  0.96
2015 Skrøvseth SO, Augestad KM, Ebadollahi S. Data-driven approach for assessing utility of medical tests using electronic medical records. Journal of Biomedical Informatics. 53: 270-6. PMID 25481626 DOI: 10.1016/j.jbi.2014.11.011  0.96
2015 Weaver CA, Ball MJ, Kim GR, Kiel JM. Preface Healthcare Information Management Systems: Cases, Strategies, and Solutions: Fourth Edition. ix-xii. DOI: 10.1007/978-3-319-20765-0  0.32
2014 Vijayakrishnan R, Steinhubl SR, Ng K, Sun J, Byrd RJ, Daar Z, Williams BA, deFilippi C, Ebadollahi S, Stewart WF. Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record. Journal of Cardiac Failure. 20: 459-64. PMID 24709663 DOI: 10.1016/j.cardfail.2014.03.008  0.96
2014 Byrd RJ, Steinhubl SR, Sun J, Ebadollahi S, Stewart WF. Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records. International Journal of Medical Informatics. 83: 983-92. PMID 23317809 DOI: 10.1016/j.ijmedinf.2012.12.005  0.96
2014 Stewart WF, Roy J, Sun J, Ebadollahi S. Clinical utility of machine learning and longitudinal EHR data Intelligent Systems Reference Library. 56: 209-227. DOI: 10.1007/978-3-642-40017-9_10  0.96
2013 Wang F, Lee N, Hu J, Sun J, Ebadollahi S, Laine AF. A framework for mining signatures from event sequences and its applications in healthcare data. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 272-85. PMID 22585098 DOI: 10.1109/TPAMI.2012.111  0.96
2012 Hu J, Wang F, Sun J, Sorrentino R, Ebadollahi S. A healthcare utilization analysis framework for hot spotting and contextual anomaly detection. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2012: 360-9. PMID 23304306  0.96
2012 Wang F, Lee N, Hu J, Sun J, Ebadollahi S. Towards heterogeneous temporal clinical event pattern discovery: A convolutional approach Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 453-461. DOI: 10.1145/2339530.2339605  0.96
2012 Wang F, Sun J, Ebadollahi S. Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment Statistical Analysis and Data Mining. 5: 54-69. DOI: 10.1002/sam.11135  0.96
2012 Luo D, Wang F, Sun J, Markatou M, Hu J, Ebadollahi S. SOR: Scalable orthogonal regression for non-redundant feature selection and its healthcare applications Proceedings of the 12th Siam International Conference On Data Mining, Sdm 2012. 576-587.  0.96
2011 Gotz D, Sun J, Cao N, Ebadollahi S. Visual cluster analysis in support of clinical decision intelligence. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2011: 481-90. PMID 22195102  0.96
2011 Beigi MS, Chang SF, Ebadollahi S, Verma DC. Anomaly detection in information streams without prior domain knowledge Ibm Journal of Research and Development. 55. DOI: 10.1147/JRD.2011.2163280  0.96
2011 Bigus JP, Campbell M, Carmeli B, Cefkin M, Chang H, Chen-Ritzo CH, Cody WF, Ebadollahi S, Evfimievski A, Farkash A, Glissmann S, Gotz D, Grandison TWA, Gruhl D, Haas PJ, et al. Information technology for healthcare transformation Ibm Journal of Research and Development. 55. DOI: 10.1147/JRD.2011.2160684  0.96
2011 Neuvirth H, Ozery-Flato M, Laserson J, Rosen-Zvi M, Hu J, Kohn MS, Ebadollahi S. Toward personalized care management of patients at risk- The diabetes case study Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 395-403. DOI: 10.1145/2020408.2020472  0.96
2011 Lee N, Laine AF, Hu J, Wang F, Sun J, Ebadollahi S. Mining electronic medical records to explore the linkage between healthcare resource utilization and disease severity in diabetic patients Proceedings - 2011 1st Ieee International Conference On Healthcare Informatics, Imaging and Systems Biology, Hisb 2011. 250-257. DOI: 10.1109/HISB.2011.34  0.96
2011 Wang F, Sun J, Ebadollahi S. Integrating distance metrics learned from multiple experts and its application in patient similarity assessment Proceedings of the 11th Siam International Conference On Data Mining, Sdm 2011. 59-70.  0.96
2011 Wang F, Sun J, Hu J, Ebadollahi S. IMet: Interactive metric learning in healthcare applications Proceedings of the 11th Siam International Conference On Data Mining, Sdm 2011. 944-955.  0.96
2011 Wang F, Lee N, Sun J, Hu J, Ebadollahi S. Automatic group sparse coding Proceedings of the National Conference On Artificial Intelligence. 1: 495-500.  0.96
2010 Ebadollahi S, Sun J, Gotz D, Hu J, Sow D, Neti C. Predicting Patient's Trajectory of Physiological Data using Temporal Trends in Similar Patients: A System for Near-Term Prognostics. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2010: 192-6. PMID 21346967  0.96
2010 Sow D, Biem A, Sun J, Hu J, Ebadollahi S. Real-time prognosis of ICU physiological data streams. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 6785-8. PMID 21095840 DOI: 10.1109/IEMBS.2010.5625983  0.96
2010 Sun J, Sow D, Hu J, Ebadollahi S. Localized supervised metric learning on temporal physiological data Proceedings - International Conference On Pattern Recognition. 4149-4152. DOI: 10.1109/ICPR.2010.1009  0.96
2010 Sun J, Sow D, Hu J, Ebadollahi S. A system for mining temporal physiological data streams for advanced prognostic decision support Proceedings - Ieee International Conference On Data Mining, Icdm. 1061-1066. DOI: 10.1109/ICDM.2010.102  0.96
2010 Sondhi P, Sun J, Zhai C, Sorrentino R, Kohn MS, Ebadollahi S, Li Y. Medical case-based retrieval by leveraging medical ontology and physician feedback: UIUC-IBM at ImageCLEF 2010 Ceur Workshop Proceedings. 1176.  0.96
2009 Lee N, Caban J, Ebadollahi S, Laine A. Interactive segmentation in multimodal medical imagery using a bayesian transductive learning approach Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7260. DOI: 10.1117/12.811675  0.96
2009 Lee N, Laine AF, Ebadollahi S, Delapaz RL. Bayesian transduction and markov conditional mixtures for spatiotemporal interactive segmentation 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 226-229. DOI: 10.1109/NER.2009.5109274  0.96
2009 Caban JJ, Lee N, Ebadollahi S, Laine AF, Kender JR. Concept detection in longitudinal brain mr images using multi-modal cues Proceedings - 2009 Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2009. 418-421. DOI: 10.1109/ISBI.2009.5193073  0.96
2009 Beigi M, Chang SF, Ebadollahi S, Verma D. Multi-scale temporal segmentation and outlier detection in sensor networks Proceedings - 2009 Ieee International Conference On Multimedia and Expo, Icme 2009. 306-309. DOI: 10.1109/ICME.2009.5202496  0.96
2009 Cooper JW, Ebadollahi S, Eide E. A thin client interface to a high performance multi-modal image analytics system Proceedings of the 42nd Annual Hawaii International Conference On System Sciences, Hicss. DOI: 10.1109/HICSS.2009.45  0.96
2009 Ebadollahi S, Cooper JW, Kaufman D, Levas A, Laine AF, DeLaPaz R, Neti C. Concept-oriented access to longitudinal multimedia medical records: A case study in brain tumor patient management Ceur Workshop Proceedings. 437: 51-58.  0.96
2007 Pingali G, Tian YL, Ebadollahi S, Pelecanos J, Podlaseck M, Stavropoulos H. An end-to-end eChronicling system for mobile human surveillance Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383527  0.96
2007 Vukovic M, Ebadollahi S, Podlaseck M, Pingali G. 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, Icme 2007. 88-91.  0.96
2006 Ebadollahi S, Coden AR, Tanenblatt MA, Chang SF, Syeda-Mahmood T, Amir A. Concept-based electronic health records: Opportunities and challenges Proceedings of the 14th Annual Acm International Conference On Multimedia, Mm 2006. 997-1006. DOI: 10.1145/1180639.1180859  0.96
2006 Ebadollahi S, Xie L, Chang SF, Smith JR. Visual event detection using multi-dimensional concept dynamics 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 881-884. DOI: 10.1109/ICME.2006.262691  0.96
2006 Xie L, Xu D, Ebadollahi S, Scheinberg K, Change SF, Smith JR. Detecting generic visual events with temporal cues Conference Record - Asilomar Conference On Signals, Systems and Computers. 54-58. DOI: 10.1109/ACSSC.2006.356582  0.96
2006 Ebadollahi S, Xie L, Abreu A, Podlaseck M, Chang SF, Smith JR. Exploring the dynamics of visual events in the multi-dimensional semantic concept space Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4071: 503-505. DOI: 10.1007/11788034_54  0.96
2006 Campbell M, Hauboldy A, Ebadollahi S, Joshi D, Naphade MR, Natsev AP, Seidl J, Smith JR, Scheinberg K, Tešić J, Xie L. IBM research TRECVID-2006 video retrieval system 2006 Trec Video Retrieval Evaluation Notebook Papers 0.96
2006 Ebadollahi S, Chang SF, Wu H. Modeling the activity pattern of the constellation of cardiac chambers in echocardiogram videos Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4241: 203-213.  0.96
2005 Mizutani M, Ebadollahi S, Chang SF. Commercial detection in heterogeneous video streams using fused multi-modal and temporal features Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. II157-II160. DOI: 10.1109/ICASSP.2005.1415365  0.96
2005 Amir A, Argillander J, Campbell M, Haubold A, Iyengar G, Ebadollahi S, Kang F, Naphade MR, Natsev AP, Smith JR, Tešić J, Volkmer T. IBM research TRECVID-2005 video retrieval system 2005 Trec Video Retrieval Evaluation Notebook Papers 0.96
2005 Campbell M, Ebadollahi S, Haubold A, Naphade M, Natsev AP, Smith JR, Tešić J, Volkmer T. IBM research TRECVID 2005 automatic search system 2005 Trec Video Retrieval Evaluation Notebook Papers 0.96
2004 Ebadollahi S, Chang SF, Wu H. Automatic view recognition in echocardiogram videos using parts-based representation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: II2-II9.  0.96
2002 Ebadollahi S, Chang SF, Wu H. Echocardiogram videos: Summarization, temporal segmentation and browsing Ieee International Conference On Image Processing. 1: I/613-I/616.  0.96
2001 Ebadollahi S, Chang SF. PERSIVAL: View segmentation and static/dynamic summary generation for echocardiogram videos Proceedings of First Acm/Ieee-Cs Joint Conference On Digital Libraries. 456. DOI: 10.1145/379437.379787  0.96
2001 Ebadollahi S, Chang SF, Wu H, Takoma S. Echocardiogram video summarization Proceedings of Spie - the International Society For Optical Engineering. 4325: 492-501. DOI: 10.1117/12.428229  0.96
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