Year |
Citation |
Score |
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 |
0.301 |
|
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 |
0.43 |
|
2012 |
Byrd R, Steinhubl S, Stewart W, Daar Z, Ebadollahi S, Sun J. CB4-02: Validation of a Natural Language Processing Protocol for Detecting Heart Failure Signs and Symptoms in Electronic Health Record Text Notes Clinical Medicine & Research. 10: 165-166. DOI: 10.3121/Cmr.2012.1100.Cb4-02 |
0.324 |
|
2012 |
Sow DM, Sun J, Biem A, Hu J, Blount ML, Ebadollahi S. Real-time analysis for short-term prognosis in intensive care Ibm Journal of Research and Development. 56: 3:1-3:10. DOI: 10.1147/Jrd.2012.2197952 |
0.367 |
|
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 |
0.355 |
|
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 |
0.388 |
|
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 |
0.596 |
|
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 |
0.302 |
|
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 |
0.304 |
|
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 |
0.355 |
|
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 |
0.602 |
|
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 |
0.516 |
|
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 |
0.321 |
|
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 |
0.496 |
|
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 |
0.496 |
|
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 |
0.456 |
|
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 |
0.487 |
|
Low-probability matches (unlikely to be authored by this person) |
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 |
0.297 |
|
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 |
0.296 |
|
2012 |
Markatou M, Don PK, Hu J, Wang F, Sun J, Sorrentino R, Ebadollahi S. Case-based reasoning in comparative effectiveness research Ibm Journal of Research and Development. 56: 4:1-4:12. DOI: 10.1147/Jrd.2012.2198311 |
0.285 |
|
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 |
0.284 |
|
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. |
0.279 |
|
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. |
0.279 |
|
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 |
0.271 |
|
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 |
0.255 |
|
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. |
0.254 |
|
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. |
0.251 |
|
2013 |
Steinhubl S, Sun J, Vijayakrishnan R, Byrd R, Daar Z, Gotz D, Ebadollahi S, Stewart W. A3-2: The Signs and Symptoms of Heart Failure are Frequently Documented to Wax and Wane in the Years Prior to a Clinical Diagnosis of Heart Failure: Data from 4,644 Patients Followed in Primary Care Clinical Medicine & Research. 11: 134-135. DOI: 10.3121/Cmr.2013.1176.A3-2 |
0.238 |
|
2015 |
Antman EM, Benjamin EJ, Harrington RA, Houser SR, Peterson ED, Bauman MA, Brown N, Bufalino V, Califf RM, Creager MA, Daugherty A, Demets DL, Dennis BP, Ebadollahi S, Jessup M, et al. Acquisition, Analysis, and Sharing of Data in 2015 and Beyond: A Survey of the Landscape: A Conference Report From the American Heart Association Data Summit 2015. Journal of the American Heart Association. 4. PMID 26541391 DOI: 10.1161/Jaha.115.002810 |
0.237 |
|
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 |
0.236 |
|
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 |
0.235 |
|
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. |
0.228 |
|
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. |
0.217 |
|
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 |
0.216 |
|
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 |
0.203 |
|
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. |
0.198 |
|
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. |
0.186 |
|
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 |
0.183 |
|
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 |
0.179 |
|
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 |
0.176 |
|
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. |
0.174 |
|
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 |
0.167 |
|
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 |
0.163 |
|
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. |
0.133 |
|
2012 |
VHavakrishnan R, Steinhubl SR, Sun J, Byrd RJ, Daar Z, Thompson J, Ebadollahi S, Stewart WF. POTENTIAL IMPACT OF PREDICTIVE MODELS FOR EARLY DETECTION OF HEART FAILURE ON THE INITIATION OF EVIDENCE-BASED THERAPIES Journal of the American College of Cardiology. 59: E949. DOI: 10.1016/S0735-1097(12)60950-4 |
0.125 |
|
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. |
0.107 |
|
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. |
0.104 |
|
2015 |
Wang Y, Steinhubl SR, Defilippi C, Ng K, Ebadollahi S, Stewart WF, Byrd RJ. Prescription Extraction from Clinical Notes: Towards Automating EMR Medication Reconciliation. Amia Joint Summits On Translational Science Proceedings Amia Summit On Translational Science. 2015: 188-93. PMID 26306266 |
0.098 |
|
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 |
0.075 |
|
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 |
0.059 |
|
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. |
0.056 |
|
Hide low-probability matches. |