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Multimodal Mining for Healthcare Group

Publications

Publications by Year: 

2010 2009 2008 2007 2006 2005 and prior

Publications by Topic: 

Medical Imaging Content-based Retrieval Computer Vision

2010

  • D. Gruhl, A. Amir, D. Beymer, G. Julia, H. Greenspan, A. Hobbs, K. Pohl, T. Syeda-Mahmood, J. Terdiman, and F. Wang. "Aalim: A cardiac clinical decision support system powered by advanced multi-modal analytics" In International Medical Informatics Conference (MedInfo), Cape Town, South Africa, 2010.

  • T. Syeda-Mahmood, D. Beymer, F. Wang, A. Mahmood, R.J. Lundstrom, N. Shafee, and T. Holve. "Automatic selection of keyframes from angiogram videos" In International Conference on Pattern Recognition (ICPR2010), Turkey, 2010.

  • Tanveer Syeda-Mahmood, Pavan Turaga, David Beymer, Fei Wang, Arnon Amir, Hayit Greenspan, and Kilian Pohl. "Shape-based similarity retrieval of doppler images for clinical decision support" In IEEE Conerence on Computer Vision and Pattern Recognition (CVPR) 2010, San Fancisco, CA, 2010 (PIC conference)

  • Ritwik Kumar, Fei Wang, David Beymer, and Tanveer Syeda-Mahmood. "Cardiac disease detection from echocardiogram using edge filtered scale-invariant motion features" In IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA)

  • Tanveer Fathima Syeda-Mahmood, Fei Wang, and David Beymer. "Recognition of object categories using affine kernels" In MIR '10: Proceedings of the International Conference on Multimedia Information Retrieval, pages 15--24, New York, NY, USA, 2010. ACM.

  • Fei Wang, Tanveer Syeda-Mahmood, Vuk Ercegovac, David Beymer, Eugene Shekita, Akintayo Holder, Large-Scale Image-based Electrocardiogram Analysis for Disease Recognition with MapReduce, in The 2nd International Workshop on High-Performance Medical Image Computing for Image-Assisted Clinical Intervention and Decision-Making

  • Fei Wang, Tanveer Syeda-Mahmood, Vuk Ercegovac, Akintayo Holder, David Beymer and Eugene Shekita, Linhao Xu, Large-Scale Multimodal Mining for Healthcare with MapReduce, 1st ACM International Health Informatics Symposium (PIC targeted conference)

  • T. Syeda-Mahmood, Similarity Retrieval of Cardiac Reports, In Proc. EMBC 2010: 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, 2010.

  • K. Chen, Y. Zhang, K.M. Pohl, T. Syeda-Mahmood, Z. Song, S.T.C Wong. Coronary Artery Segmentation Using Geometric Moments based Tracking and Snake-Driven Refinement, In Proc. EMBC 2010: 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, 2010.

2009

  • R. Kumar, B. C. Vemuri, F. Wang, T. Syeda-Mahmood, P. R. Carney, T. H. Mareci, "Multi-fiber Reconstruction from DW-MRI data using a Continuous Mixture of Hyperspherical von Mises-Fisher Distributions," in Proc. Information Processing in Medical Imaging (IPMI) 2009.Link to content in pdf format[pdf].

  • F. Wang, T. Syeda-Mahmood, B. C. Vemuri, D. Beymer, and A. Rangarajan, "Closed-form Jensen-Renyi Divergence for Mixture of Gaussians & Applications to Group-wise Shape Registration," in International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), London, UK, 2009.Link to content in pdf format[pdf].

  • K.M. Pohl and M. R. Sabuncu, "A Unified Framework for MR Based Disease Classification. In Information Processing in Medical Imaging,", vol. 5636 of Lecture Notes in Computer Science, pages 300-313. Springer-Verlag, 2009.Link to content in pdf format[pdf].

  • F. Wang, B. C. Vemuri, and T. Syeda-Mahmood, "Generalized L2-divergence and Its Application to Shape Alignment," accepted, Information Processing in Medical Imaging (IPMI), July, 2009. Link to content in pdf format[pdf].

  • F. Wang, T. Syeda-Mahmood, and D. Beymer, "Information Extraction from Multimodal ECG Documents," in Proc. Tenth International Conference on Document Analysis and Recognition (ICDAR), July, 2009.Link to content in pdf format[pdf].

  • D. Beymer, T. Syeda-Mahmood, A. Amir, F. Wang and Scott Adelman "Automatic Estimation of Left Ventricular Dysfunction from Echocardiogram Videos,"in Proc. IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), June, 2009.Link to content in pdf format[pdf].

  • R. Kumar, F. Wang, D. Beymer and T. Syeda-Mahmood,"Echocardiogram View Classification using Edge Filtered Scale-invariant Motion Features,"in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2009.

  • T. Syeda-Mahmood, D. Beymer, A. Amir, "Disease-specific extraction of text from cardiac echo videos for decision support, " in Proc. Intl. Conf on Document Analysis and Recognition (ICDAR), July 2009.Link to content in pdf format[pdf].

  • N. Bhatnagar, G. Carraro, N. Mahmood, S. Oakley, E. Radzowski, T. Syeda-Mahmood, T. Zimmerman, "ODySSy: An on-demand stethoscope system for remote auscultation," in Computers in Cardiology (CinC), Utah, Sept. 2009.

  • N.Mahmood, T. Syeda-Mahmood, "Heart Sound Extraction to Enable Remote Auscultation of Patients," in Computers in Cardiology (CinC), Utah, Sept. 2009.

  • F. Wang, T. Syeda-Mahmood, and D. Beymer "Arrhythmia Detection Using Image Representation of Electrocardiogram," in Computers in Cardiology (CinC), Sept. 2009.

  • T. Syeda-Mahmood, S Adelman, J. Terdiman, A Hobbs, M London, A Amir, H Greenspan, D Gruhl, "Finding Cardiac Disease Correlations through Time-Varying Disease Modeling for Decision Support," in Proc. Computers in Cardiology (CinC), Sept. 2009.

  • H. Greenspan, "Super Resolution in Medical Imaging,'' Special issue on "Super-Resolution in Imaging and Video" in the Computer Journal (http://comjnl.oxfordjournals.org/). Rafael Molina and Aggelos Katsaggelos guest editors. Vol. 52, No. 1, pp. 43-63, January 2009.

  • H. Greenspan, "Revisiting the feature and content gap for landmark-based and image-to-image retrieval in medical CBIR" International Journal of Healthcare Information Systems and Informatics (IJHISI), Vol. 4, No. 1, pp. 68-87, 2009.

  • H. Greenspan, S. Gordon, G. Zimmerman, J. Jeronimo, S. Antani and R. Long, "Automatic detection of anatomical landmarks in uterine cervix images",IEEE Trans on Medical Imaging (IEEE-TMI), Vol. 28, No. 3, pp. 454-468, March 2009.

  • S. Gordon, S. Lotenberg, R. Long, S. Antani, J. Jeronimo and H. Greenspan, "Evaluation of uterine cervix segmentations using ground truth from multiple experts", Journal of Computerized medical imaging and graphics (JCMIG), Vol. 33, No. 3, pp. 205-216, April 2009.

  • S. Trattner, M. Feigin, H. Greenspan and N. Sochen, "A validity criterion for the Born approximation convergence in (DIC) microscopy imaging", Journal of the Optical Society of America (JOSA), Vol. 26, No. 5, pp. 1147-1156, May 2009.

  • S. Lotenberg , S. Gordon and H. Greenspan, "Shape Priors for Segmentation of the Cervix Region within Uterine Cervix Images," Journal of Digital Imaging (JDI), Vol. 22, No. 3, pp. 217-343, June 2009.

  • S. Trattner, M. Feigin, H. Greenspan and N. Sochen, "Validity criterion for the Born approximation convergence in microscopy imaging", Virtual Journal for Biomedical Optics (VJBO), Vol. 4, No. 7, July 2009.

  • Mayer and H. Greenspan, "An adaptive mean-shift framework for MRI brain segmentation," IEEE Trans on Medical Imaging (IEEE-TMI), Vol. 28, No. 8, pp. 1238-50, August 2009.

  • A. Ben-Ezra, H. Greenspan and Y. Rubner. "Regularized Super-resolution of Brain MRI", IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2009.

  • U. Avni, H. Greenspan M. Sharon, E Konen and J. Goldberger. "X_ray image Categorization and retrieval using patch-based visual words representation", IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2009.

  • A. Alush, H. Greenspan and J. Goldberger. "Lesion detection and segmentation in uterine cervix images using an arc-level MRF". IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2009.

2008

  • D. Beymer, T. Syeda-Mahmood, and F. Wang, "Exploiting spatio-temporal information for view recognition in cardiac echo videos," in Proc. Mathematical Methods in Biomedical Imaging (MMBIA), Anchorage, AK, 2008. Link to content in pdf format[pdf].

  • D. Beymer, T. Syeda-Mahmood, "Cardiac disease recognition in echocardiograms using spatio-temporal statistical models," in Proc. Engineering in Medicine and Biology (EMBC), 2008. Link to content in pdf format[pdf].

  • Tanveer Syeda-Mahmood, Fei Wang, Rajshekar Reddy, "Shape-based Retrieval of Heart Sounds for Disease Similarity Detection", European Conference on Computer Vision (ECCV2008), 2008.Link to content in pdf format[pdf].

  • Tanveer Syeda-Mahmood, Fei Wang, "Shape-based Matching of Heart Sounds", International Conference on Pattern Recognition (ICPR2008), Tampa, Florida, December, 2008.

  • Tanveer Syeda-Mahmood, "Retrieval of similar ECG images from a database," in Computers in Cardiology (CinC), Bologna, Italy.

  • David Beymer, Tanveer Syeda-Mahmood, Fei Wang, "Automatically Recognizing Echocardiographic Viewpoint in Cardiac Echo Videos", Computers in Cardiology (CinC) , Bologna, Italy, September, 2008. (Best Poster Award)

  • Fei Wang, Tanveer Syeda-Mahmood, David Beymer, "Spatio-Temporal Motion Estimation for Disease Discrimination in Cardiac Echo Videos", Computers in Cardiology (CinC), Bologna, Italy, September, 2008.

  • E. Konukoglu, W. M. Wells, S. Novellas, N. Ayache, R. Kikinis, P. M. Black, and K.M. Pohl. Monitoring slowly evolving tumors. In ISBI 2008: The Fifth IEEE International Symposium on Biomedical Imaging, pages 812 -815, 2008. Link to content in pdf format[pdf]

  • T. Rehman, E. Haber, K.M. Pohl, S. Haker, M. Halle, F. Talos, L. Wald, R. Kikinis, A. Tannenbaum. Multimodal Registration of White Matter Brain Data via Optimal Mass Transport. In Computational Biomechanics for Medicine III Workshop at MICCAI 2008: Eleventh International Conference on Medical Image Computing and Computer-Assisted Intervention, 27 - 36, New York, USA, 2008. Link to content in pdf format[pdf]

  • K.G. Vosburgh, J. Stoll, V. Noble, K.M. Pohl, R.S.J. Estepar, B. Takacs. "Image Registration Assists Novice Operators in Ultrasound Assessment of Abdominal Trauma. In Proc. MMVR16: Medicine Meets Virtual Reality 16, Studies in Health Technology and Informatics, vol. 132, pp. 532 -537, IOS Press, 2008.

  • A.Mayer and H.Greenspan, "The iterative closest fiber algorithm for direct registration of white matter tractographies", SPIE Medical Imaging 2008.

  • O. Zvitia, A. Mayer and H. Greenspan, "White Matter Tractographies Registration Using Gaussian Mixture Modeling," SPIE Medical Imaging, 2008.

  • A. Mayer, H. Greenspan: "Bundles of interest based registration of white matter tractographies". ISBI (2008) 919-922.

  • O. Zvitia, A. Mayer, H. Greenspan: "Adaptive mean-shift registration of white matter tractographies". In 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, (ISBI), 2008.

  • S. Trattner, M. Feigin, H. Greenspan and N. Sochen, "DIC microscopic imaging of living cells - Error analysis of Born approximation," Workshop on ''Microscopic Image Analysis with Applications in Biology", Medical Image Computing and Computer-Assisted Intervention(MICCAI),NY, September 2008.

  • A. Mayer, G. Zimmerman-Moreno, H. Greenspan: "Evaluation of Classification Trees for Fast Segmentation of White Matter Fiber Tracts,". In MICCAI Workshop on computational diffusion MRI, 2008.

  • J. Goldberger, H. Greenspan and J. Dreyfuss, "Simplifying Mixture Models using the Unscented Transform," IEEE Trans on Pattern Analysis and Machine Intelligence (IEEE-PAMI), Vol. 30, No. 8, pp. 1496 - 1502, Aug. 2008

2007

  • T. Syeda-Mahmood and Fei Wang, "Unsupervised Clustering using Mutli-resolution Perceptual Grouping", International Conference on Computer Vision and Pattern Recognition (CVPR2007), Minneapolis, Minnesota June 18-23, 2007. Link to content in pdf format[pdf].

  • T. Syeda-Mahmood, Fei Wang, David Beymer, Martin London, and Rajshekar Reddy, "Characterizing spatio-temporal patterns for disease discrimination in cardiac echo videos", in Proc. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2007), Brisbane, Australia, Oct 29 - Nov 2, 2007. Link to content in pdf format[pdf].

  • T. Syeda-Mahmood, David Beymer, and Fei Wang, "Shape-based Matching of ECG Recordings" , in Proc. International IEEE Conference on Engineering in Medicine and Biology (EMBC2007), Lyon, France, August 23-26, 2007.Link to content in pdf format[pdf]

  • Fei Wang, T. Syeda-Mahmood, David Beymer, "Finding Disease Similarity by Combining ECG with Heart Auscultation Sound", in Proc. Computers in Cardiology (CinC), Durham, North Carolina, Sept. 30-Oct. 3, 2007.

  • T. Syeda-Mahmood, Fei Wang, David Beymer, Arnon Amir, Michael Richmond, Syed N Hashmi, "AALIM: Multimodal Mining for Cardiac Decision Support", in Proc. Computers in Cardiology (CinC), Durham, North Carolina, Sept. 30-Oct. 3, 2007.

  • Cartic Ramakrishan, T. Syeda-Mahmood, Naveed Hashmi, "An Automatically Generated Cardiovascular Ontology from Semi-Structured Knowledge Sources," in Computers in Cardiology (CinC), Durham, NC, Sept. 2007. Oral paper. Key conference in cardiology.

  • Tom Zimmerman, T. Syeda-Mahmood, "Automatic Detection of Heart Disease from Twelve Channel ECG Waveforms Using Statistical Averages of Interval Measurements," in Proc. Computers in Cardiology (CinC), Durham, NC, Sept. 30-Oct. 3, 2007.

  • G. Pingali, N. Modani, R. Gupta, L. Mignet, T. Syeda-Mahmood, G. Lohman, S. Guven and M. Podlaseck, "Multimodal Mining for Contact Centers: Experiences, Opportunities, and Challenges, in Proc. IJCAI Workshop on Multimodal Information Retrieval (MMOIR), Jan 4-7, 2007.

  • N. Modani, R. Gupta, G. M. Lohman, T. Syeda-Mahmood, L. Mignet,"Automatically Identifying Known Software Problems," ICDE Workshops 2007: 433-441

2006

  • T. Syeda-Mahmood, J. Yang, "Distinguishing between cardiac echo motion patterns," in Computers in Cardiology (CinC) , Valencia, Spain, 2006.

  • T. Syeda-Mahmood, J. Yang, "Content-based retrieval of cardiac echo videos," in Proc. Intl. Conf. of Pattern Recognition (ICPR), Aug. 2006.

  • T. Syeda-Mahmood, D. Ponceleon, J. Yang, "Validating cardiac echo diagnosis through video similarity", in Proc. ACM Multimedia, pp. 527-530.

  • T. Syeda-Mahmood, T. Zimmerman, "A camera-assisted digital notepad," in Proc. Asian Conference on Computer Vision, Hyderabad, (ACCV) (2) 2006: 193-203, Jan, 2006.

  • Rama Akkiraju, Biplav Srivastava, Anca-Andreea Ivan, Richard Goodwin, Tanveer Syeda-Mahmood, "SEMAPLAN: Combining Planning with Semantic Matching to Achieve Web Service Composition," pp. 37-44, IEEE International Conference on Web Services (ICWS'06), 2006.

  • R. Akkiraju, B.Srivastava, A.-A Ivan, R. Goodwin, T. Syeda-Mahmood, "Planning and Semantic Matching to Achieve Web Service Composition," Poster presented at International Conference on Planning and Scheduling (ICAPS), 2006.

  • S. Ebadollahi, A. Coden, M. A. Tanenblatt, S-F Chang, T. Syeda-Mahmood, A. Amir, "Concept-based electronic health records: opportunities and challenges," ACM Multimedia 2006: 997-1006.

  • T. Syeda-Mahmood, R. Goodwin, R. Akkiraju, A-A Ivan, " Matching And Mapping For Semantic Web Processes," Semantic Web Services, Processes and Applications 2006: 227-245.

  • R. Akkiraju, B. Srivastava, A-A Ivan, R. Goodwin, T. Syeda-Mahmood," SEMAPLAN: Combining Planning with Semantic Matching to Achieve Web Service Composition," AAAI 2006

2005

  • Tanveer Syeda-Mahmood, Gauri Shah, Rama Akkiraju, Anca-Andrea Ivan, Richard Goodwin." Searching Service Repositories by Combining Semantic and Ontological Matching," IEEE International Conference on Web Services (ICWS)Volume I, pp. 13 20, 2005.

  • T. Syeda-Mahmood, D. Ponceleon, J. Yang, "Validating cardiac echo diagnosis through video similarity," in Proc. ACM Multimedia, pp. 527-530.

  • M. Brodie, S. Ma, G. Lohman, T. Syeda-Mahmood, L. Mignet, N. Modani, M. Wilding, J. Champlin, and P. Sohn. "Quickly finding known software problems via automated symptom matching," in Proceedings of the Second International Conference on Autonomic Computing. IEEE Computer Society, 2005.

  • T. Syeda-Mahmood, G. Shah, L. Yan, W. Urban:" Semantic search of schema repositories." IEEE Int. Conference on World-Wide Web (WWW), 1126-112. 2005

Papers by Topic

Medical Imaging

  • R. Kumar, B. C. Vemuri, F. Wang, T. Syeda-Mahmood, P. R. Carney, T. H. Mareci, "Multi-fiber Reconstruction from DW-MRI data using a Continuous Mixture of Hyperspherical von Mises-Fisher Distributions," in Proc. Information Processing in Medical Imaging (IPMI) 2009.

  • F. Wang, T. Syeda-Mahmood, B. C. Vemuri, D. Beymer, and A. Rangarajan, "Closed-form Jensen-Renyi Divergence for Mixture of Gaussians & Applications to Group-wise Shape Registration," in Proc. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), London, UK, 2009.

  • K.M. Pohl and M. R. Sabuncu, "A Unified Framework for MR Based Disease Classification. In Information Processing in Medical Imaging,", vol. 5636 of Lecture Notes in Computer Science, pages 300-313. Springer-Verlag, 2009.Link to content in pdf format[pdf].

  • F. Wang, B. C. Vemuri, and T. Syeda-Mahmood, "Generalized L2-divergence and Its Application to Shape Alignment," accepted, Information Processing in Medical Imaging (IPMI), July, 2009.

  • F. Wang, T. Syeda-Mahmood, and D. Beymer, "Information Extraction from Multimodal ECG Documents," in Proc. Tenth International Conference on Document Analysis and Recognition (ICDAR), July, 2009.

  • D. Beymer, T. Syeda-Mahmood, A. Amir, F. Wang and Scott Adelman "Automatic Estimation of Left Ventricular Dysfunction from Echocardiogram Videos,"in Proc. IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), June, 2009.

  • R. Kumar, F. Wang, D. Beymer and T. Syeda-Mahmood, "Echocardiogram View Classification using Edge Filtered Scale-invariant Motion Features," in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2009.

  • T. Syeda-Mahmood, D. Beymer, A. Amir, "Disease-specific extraction of text from cardiac echo videos for decision support, " in Proc. Intl. Conf on Document Analysis and Recognition (ICDAR), July 2009.

  • N. Bhatnagar, G. Carraro, N. Mahmood, S. Oakley, E. Radzowski, T. Syeda-Mahmood, T. Zimmerman, "ODySSy: An on-demand stethoscope system for remote auscultation," in Computers in Cardiology (CinC), Utah, Sept. 2009.

  • N. Mahmood, T. Syeda-Mahmood, "Automatic selection of heart sounds from digital stethoscope signals," in Computers in Cardiology (CinC), Utah, Sept. 2009.

  • F. Wang, T. Syeda-Mahmood, "Arrhythmia Detection Using Image Representation of Electrocardiogram," in Computers in Cardiology (CinC), Sept. 2009.

  • H. Greenspan, "Super Resolution in Medical Imaging,'' Special issue on "Super-Resolution in Imaging and Video" in the Computer Journal (http://comjnl.oxfordjournals.org/). Rafael Molina and Aggelos Katsaggelos guest editors. Vol. 52, No. 1, pp. 43-63, January 2009.

  • H. Greenspan, "Revisiting the feature and content gap for landmark-based and image-to-image retrieval in medical CBIR" International Journal of Healthcare Information Systems and Informatics (IJHISI), Vol. 4, No. 1, pp. 68-87, 2009.

  • H. Greenspan, S. Gordon, G. Zimmerman, J. Jeronimo, S. Antani and R. Long, "Automatic detection of anatomical landmarks in uterine cervix images",IEEE Trans on Medical Imaging (IEEE-TMI), Vol. 28, No. 3, pp. 454-468, March 2009.

  • S. Gordon, S. Lotenberg, R. Long, S. Antani, J. Jeronimo and H. Greenspan, "Evaluation of uterine cervix segmentations using ground truth from multiple experts", Journal of Computerized medical imaging and graphics, Vol. 33, No. 3, pp. 205-216, April 2009.

  • S. Trattner, M. Feigin, H. Greenspan and N. Sochen, "A validity criterion for the Born approximation convergence in (DIC) microscopy imaging", Journal of the Optical Society of America A, Vol. 26, No. 5, pp. 1147-1156, May 2009.

  • S. Lotenberg , S. Gordon and H. Greenspan, "Shape Priors for Segmentation of the Cervix Region within Uterine Cervix Images," Journal of Digital Imaging (JDI), Vol. 22, No. 3, pp. 217-343, June 2009.

  • S. Trattner, M. Feigin, H. Greenspan and N. Sochen, "Validity criterion for the Born approximation convergence in microscopy imaging", Virtual Journal for Biomedical Optics, Vol. 4, No. 7, July 2009.

  • Mayer and H. Greenspan, "An adaptive mean-shift framework for MRI brain segmentation," IEEE Trans on Medical Imaging (IEEE-TMI), Vol. 28, No. 8, pp. 1238-50, August 2009.

  • A. Ben-Ezra, H. Greenspan and Y. Rubner. "Regularized Super-resolution of Brain MRI", IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2009.

  • U. Avni, H. Greenspan M. Sharon, E Konen and J. Goldberger. "X_ray image Categorization and retrieval using patch-based visual words representation", IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2009.

  • A. Alush, H. Greenspan and J. Goldberger. "Lesion detection and segmentation in uterine cervix images using an arc-level MRF". IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2009.

  • D. Beymer, T. Syeda-Mahmood, and F. Wang, "Exploiting spatio-temporal information for view recognition in cardiac echo videos," in Proc. Mathematical Methods in Biomedical Imaging (MMBIA), Anchorage, AK, 2008.

  • D. Beymer, T. Syeda-Mahmood, "Cardiac disease recognition in echocardiograms using spatio-temporal statistical models," in Proc. Engineering in Medicine and Biology (EMBC), 2008.

  • Tanveer Syeda-Mahmood, Fei Wang, Rajshekar Reddy, "Shape-based Retrieval of Heart Sounds for Disease Similarity Detection", European Conference on Computer Vision (ECCV2008), 2008.

  • Tanveer Syeda-Mahmood, Fei Wang, "Shape-based Matching of Heart Sounds", International Conference on Pattern Recognition (ICPR2008), Tampa, Florida, December, 2008.

  • Tanveer Syeda-Mahmood, "Retrieval of similar ECG images from a database," in Computers in Cardiology (CinC), Bologna, Italy, 2008

  • David Beymer, Tanveer Syeda-Mahmood, Fei Wang, "Automatically Recognizing Echocardiographic Viewpoint in Cardiac Echo Videos", Computers in Cardiology (CinC) , Bologna, Italy, September, 2008. (Best Poster Award)

  • Fei Wang, Tanveer Syeda-Mahmood, David Beymer, "Spatio-Temporal Motion Estimation for Disease Discrimination in Cardiac Echo Videos", Computers in Cardiology (CinC), Bologna, Italy, September, 2008.

  • E. Konukoglu, W. M. Wells, S. Novellas, N. Ayache, R. Kikinis, P. M. Black, and K.M. Pohl. Monitoring slowly evolving tumors. In ISBI 2008: The Fifth IEEE International Symposium on Biomedical Imaging, pages 812 -815, 2008. Link to content in pdf format[pdf]

  • T. Rehman, E. Haber, K.M. Pohl, S. Haker, M. Halle, F. Talos, L. Wald, R. Kikinis, A. Tannenbaum. Multimodal Registration of White Matter Brain Data via Optimal Mass Transport. In Computational Biomechanics for Medicine III Workshop at MICCAI 2008: Eleventh International Conference on Medical Image Computing and Computer-Assisted Intervention, 27 - 36, New York, USA, 2008. Link to content in pdf format[pdf]

  • K.G. Vosburgh, J. Stoll, V. Noble, K.M. Pohl, R.S.J. Estepar, B. Takacs. Image Registration Assists Novice Operators in Ultrasound Assessment of Abdominal Trauma. In Proc. MMVR16: Medicine Meets Virtual Reality 16, Studies in Health Technology and Informatics, vol. 132, pp. 532 -537, IOS Press, 2008.

  • A.Mayer and H.Greenspan, "The iterative closest fiber algorithm for direct registration of white matter tractographies", SPIE Medical Imaging 2008.

  • O. Zvitia, A. Mayer and H. Greenspan, "White Matter Tractographies Registration Using Gaussian Mixture Modeling," SPIE Medical Imaging, 2008.

  • A. Mayer, H. Greenspan: "Bundles of interest based registration of white matter tractographies". ISBI (2008) 919-922.

  • O. Zvitia, A. Mayer, H. Greenspan: "Adaptive mean-shift registration of white matter tractographies". In 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, (ISBI), 2008.

  • S. Trattner, M. Feigin, H. Greenspan and N. Sochen, "DIC microscopic imaging of living cells - Error analysis of Born approximation," Workshop on ''Microscopic Image Analysis with Applications in Biology", Medical Image Computing and Computer-Assisted Intervention(MICCAI),NY, September 2008.

  • A. Mayer, G. Zimmerman-Moreno, H. Greenspan: "Evaluation of Classification Trees for Fast Segmentation of White Matter Fiber Tracts,". In MICCAI Workshop on computational diffusion MRI, 2008.

  • T. Syeda-Mahmood, Fei Wang, David Beymer, Martin London, and Rajshekar Reddy, "Characterizing spatio-temporal patterns for disease discrimination in cardiac echo videos", in Proc. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2007), Brisbane, Australia, Oct 29 - Nov 2, 2007.

  • T. Syeda-Mahmood, David Beymer, and Fei Wang, "Shape-based Matching of ECG Recordings" , in Proc. International IEEE Conference on Engineering in Medicine and Biology (EMBC2007), Lyon, France, August 23-26, 2007.

  • Fei Wang, T. Syeda-Mahmood, David Beymer, "Finding Disease Similarity by Combining ECG with Heart Auscultation Sound", in Proc. Computers in Cardiology (CinC), Durham, North Carolina, Sept. 30-Oct. 3, 2007.

  • T. Syeda-Mahmood, Fei Wang, David Beymer, Arnon Amir, Michael Richmond, Syed N Hashmi, "AALIM: Multimodal Mining for Cardiac Decision Support", in Proc. Computers in Cardiology (CinC), Durham, North Carolina, Sept. 30-Oct. 3, 2007.

  • Cartic Ramakrishan, T. Syeda-Mahmood, Naveed Hashmi, "An Automatically Generated Cardiovascular Ontology from Semi-Structured Knowledge Sources," in Computers in Cardiology (CinC), Durham, NC, Sept. 2007. Oral paper. Key conference in cardiology.

  • Tom Zimmerman, T. Syeda-Mahmood, "Automatic Detection of Heart Disease from Twelve Channel ECG Waveforms Using Statistical Averages of Interval Measurements," in Proc. Computers in Cardiology (CinC), Durham, NC, Sept. 30-Oct. 3, 2007.

  • T. Syeda-Mahmood, J. Yang, "Distinguishing between cardiac echo motion patterns," in Computers in Cardiology (CinC) , Valencia, Spain, 2006.

  • T. Syeda-Mahmood, J. Yang, "Content-based retrieval of cardiac echo videos," in Proc. Intl. Conf. of Pattern Recognition (ICPR), Aug. 2006.

  • T. Syeda-Mahmood, D. Ponceleon, J. Yang, "Validating cardiac echo diagnosis through video similarity", in Proc. ACM Multimedia, pp. 527-530.

  • T. Syeda-Mahmood, T. Zimmerman, "A camera-assisted digital notepad," in Proc. Asian Conference on Computer Vision, Hyderabad, (ACCV) (2) 2006: 193-203, Jan, 2006.

  • S. Ebadollahi, A. Coden, M. A. Tanenblatt, S-F Chang, T. Syeda-Mahmood, A. Amir, "Concept-based electronic health records: opportunities and challenges," ACM Multimedia 2006: 997-1006.

  • T. Syeda-Mahmood, D. Ponceleon, J. Yang, "Validating cardiac echo diagnosis through video similarity," in Proc. ACM Multimedia, pp. 527-530.

Content-based Retrieval

  • F. Wang, T. Syeda-Mahmood, and D. Beymer, "Information Extraction from Multimodal ECG Documents," in Proc. Tenth International Conference on Document Analysis and Recognition (ICDAR), July, 2009.

  • T. Syeda-Mahmood, D. Beymer, A. Amir, "Disease-specific extraction of text from cardiac echo videos for decision support, " in Proc. Intl. Conf on Document Analysis and Recognition (ICDAR), July 2009.

  • Tanveer Syeda-Mahmood, Fei Wang, Rajshekar Reddy, "Shape-based Retrieval of Heart Sounds for Disease Similarity Detection", European Conference on Computer Vision (ECCV2008), 2008.

  • Tanveer Syeda-Mahmood, Fei Wang, "Shape-based Matching of Heart Sounds", International Conference on Pattern Recognition (ICPR2008), Tampa, Florida, December, 2008.

  • Tanveer Syeda-Mahmood, "Retrieval of similar ECG images from a database," in Computers in Cardiology (CinC), Bologna, Italy.

  • T. Syeda-Mahmood and Fei Wang, "Unsupervised Clustering using Mutli-resolution Perceptual Grouping", International Conference on Computer Vision and Pattern Recognition (CVPR2007), Minneapolis, Minnesota June 18-23, 2007.

  • T. Syeda-Mahmood, David Beymer, and Fei Wang, "Shape-based Matching of ECG Recordings" , in Proc. International IEEE Conference on Engineering in Medicine and Biology (EMBC2007), Lyon, France, August 23-26, 2007.

  • Fei Wang, T. Syeda-Mahmood, David Beymer, "Finding Disease Similarity by Combining ECG with Heart Auscultation Sound", in Proc. Computers in Cardiology (CinC), Durham, North Carolina, Sept. 30-Oct. 3, 2007.

  • T. Syeda-Mahmood, Fei Wang, David Beymer, Arnon Amir, Michael Richmond, Syed N Hashmi, "AALIM: Multimodal Mining for Cardiac Decision Support", in Proc. Computers in Cardiology (CinC), Durham, North Carolina, Sept. 30-Oct. 3, 2007.

  • T. Syeda-Mahmood, J. Yang, "Content-based retrieval of cardiac echo videos," in Proc. Intl. Conf. of Pattern Recognition (ICPR), Aug. 2006.

  • T. Syeda-Mahmood, D. Ponceleon, J. Yang, "Validating cardiac echo diagnosis through video similarity", in Proc. ACM Multimedia, pp. 527-530, 2005.

  • T. Syeda-Mahmood," Content-based retrieval in gene expression databases. ", in Proc. ACM Multimedia 2004: 780-787, November 2004.

  • T. Syeda-Mahmood, "Clustering time-varying gene expression profiles using scale-space signals," in Proc. IEEE International Conference on Bioinformatics (CSB), Stanford, CA, pp. 48-56, Aug. 03.

  • T. Syeda-Mahmood, "Retrieving actions embedded in video," in ACM Multimedia, Nice, Dec. 2002.

  • T. Syeda-Mahmood, S. Srinivasan,"Detecting topical events in digital video," in Proc. ACM Multimedia 2000: 85-94, October 2000.

  • T. Syeda-Mahmood,"Indexing for Topics in Videos Using Foils.," In Proc. IEEE Conference on Computer Vision and Pattern Recognition, (CVPR) 2000: 2312-2319, June 2000.

  • T. Syeda-Mahmood et al," CueVideo: A System for Cross-Modal Search and Browse of Video Databases," in Proc. IEEE Conference on Computer Vision and Pattern Recognition, (CVPR) 2000: 2786-2787, June 2000.

  • T. Syeda-Mahmood, P. Raghavan, N. Megiddo, " Interval Hash Tree: An Efficient Index Structure for Searching Object Queries in Large Image Databases," in Proc. IEEE Workshop on Content-based Retrieval of Image and Video Libraries, CVPR 2000.

  • T. Syeda-Mahmood," Locating Indexing Structures in Engineering Drawing Databases Using Location Hashing," in Proc. IEEE Conference on Computer Vision and Pattern Recognition, (CVPR) 1999: 1049-1055, June 1999.

  • T. Syeda-Mahmood," Extracting Indexing Keywords from Image Structures in Engineering Drawings," in IEEE International Conference on Document Analysis and Recognition (ICDAR) 1999: 471-474, Sept. 1999.

  • Tanveer Fathima Syeda-Mahmood," Indexing of Technical Line Drawing Databases," IEEE Trans. Pattern Anal. Mach. Intell. (PAMI) 21(8): 737-751, 1999.

  • D. B. Ponceleon, A. Amir, S. Srinivasan, T. Syeda-Mahmood, D. Petkovic, " CueVideo: automated multimedia indexing and retrieval," ACM Multimedia (2) 1999: 199.

  • Wei Zhu, T. Syeda-Mahmood,"Image Organization and Retrieval Using a Flexible Shape Model," in Proc. IEEE International Workshop on Content-based Retrieval of Image and Video Databases, CAIVD, (CVPR) 1998: 31-40.

  • W. Chang, D. Murthy, A. Zhang, T. Syeda-Mahmood," Global Integration of Visual Databases," IEEE International Conference on Data Engineering ( ICDE) 1998: 542-549.

  • Aidong Zhang, Wendy Chang, Gholamhosein Sheikholeslami, Tanveer F. Syeda-Mahmood, "NetView: Integrating Large-Scale Distributed Visual Databases," IEEE Multimedia, vol. 5, no. 3, pp. 47-59, July-Sept. 1998.

  • W. Chang, A. Zhang, T. Syeda-Mahmood, "Meta-database and search agent for multimedia database access over internet," in Proc. IEEE International Conference on Multimedia Computing and Systems (IEEE Multimedia), Ottawa, Aug. 1997.

  • E. Remias, G. Sheikholeslami, A. Zhang, T. Syeda-Mahmood,"Supporting Content-Based Retrieval in Large Image Database Systems," in Multimedia Tools Appl. 4(2): 153-170 (1997).

  • Aidong Zhang, R. Acharya, and T.F. Syeda-Mahmood, "Query localization using nona-tree in very large databases,'" Jl. of Multimedia Tools and Applications, April 1997.

  • W. Chang, G. Sheikholeslami, A. Zhang, T. Syeda-Mahmood,"Efficient Resource Selection in Distributed Visual Information Systems," in Proc. ACM Multimedia 1997: 203-213.

  • T.F. Syeda-Mahmood, "Capturing shape similarity through a constrained non-rigid transform'", Proceedings Int. Conf. Pattern Recognition (ICPR)'96), pp. 617-621, Vienna, August 1996.

  • T. Syeda-Mahmood and Y.Q-Cheng (1996), "Indexing databases based on color surface classes'," in Proceedings Int. Conf. on Pattern Recognition (ICPR )'96), August 1996, Vienna.

  • T.F. Syeda-Mahmood, "Query localization using geometric hashing of image databases", in Proc. SPIE Conf. on Multimedia Storage and Archiving Systems, Boston, Nov. 1996.

  • T. Syeda-Mahmood,."Indexing of Technical Manual Document Databases," Storage and Retrieval for Image and Video Databases (SPIE) 1995: 430-441.

  • T.F. Syeda-Mahmood, "A computational model of image indexing" in NSF/ARPA Workshop on Visual Information Management, ICCV95, Boston, MA.

Computer Vision

  • F. Wang, T. Syeda-Mahmood, B. C. Vemuri, D. Beymer, and A. Rangarajan, "Closed-form Jensen-Renyi Divergence for Mixture of Gaussians & Applications to Group-wise Shape Registration," in Proc. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), London, UK, 2009.Link to content in pdf format[pdf].

  • F. Wang, B. C. Vemuri, and T. Syeda-Mahmood, "Generalized L2-divergence and Its Application to Shape Alignment," accepted, Information Processing in Medical Imaging (IPMI), July, 2009. Link to content in pdf format[pdf].

  • R. Kumar, F. Wang, D. Beymer and T. Syeda-Mahmood,"Echocardiogram View Classification using Edge Filtered Scale-invariant Motion Features,"in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2009.

  • D. Beymer, T. Syeda-Mahmood, and F. Wang, "Exploiting spatio-temporal information for view recognition in cardiac echo videos," in Proc. Mathematical Methods in Biomedical Imaging (MMBIA), Anchorage, AK, 2008. Link to content in pdf format[pdf].

  • D. Beymer, T. Syeda-Mahmood, "Cardiac disease recognition in echocardiograms using spatio-temporal statistical models," in Proc. Engineering in Medicine and Biology (EMBC), 2008. Link to content in pdf format[pdf].

  • Tanveer Syeda-Mahmood, Fei Wang, Rajshekar Reddy, "Shape-based Retrieval of Heart Sounds for Disease Similarity Detection", European Conference on Computer Vision (ECCV2008), 2008.Link to content in pdf format[pdf].

  • Fei Wang, Tanveer Syeda-Mahmood, David Beymer, "Spatio-Temporal Motion Estimation for Disease Discrimination in Cardiac Echo Videos", Computers in Cardiology (CinC), Bologna, Italy, September, 2008.

  • T. Syeda-Mahmood and Fei Wang, "Unsupervised Clustering using Mutli-resolution Perceptual Grouping", International Conference on Computer Vision and Pattern Recognition (CVPR2007), Minneapolis, Minnesota June 18-23, 2007. Link to content in pdf format[pdf].

  • T. Syeda-Mahmood,"Indexing for Topics in Videos Using Foils.," In Proc. IEEE Conference on Computer Vision and Pattern Recognition, (CVPR) 2000: 2312-2319, June 2000.

  • T. Syeda-Mahmood et al," CueVideo: A System for Cross-Modal Search and Browse of Video Databases," in Proc. IEEE Conference on Computer Vision and Pattern Recognition, (CVPR) 2000: 2786-2787, June 2000.

  • T. Syeda-Mahmood, P. Raghavan, N. Megiddo, " Interval Hash Tree: An Efficient Index Structure for Searching Object Queries in Large Image Databases," in Proc. IEEE Workshop on Content-based Retrieval of Image and Video Libraries, CVPR 2000.

  • T. Syeda-Mahmood," Locating Indexing Structures in Engineering Drawing Databases Using Location Hashing," in Proc. IEEE Conference on Computer Vision and Pattern Recognition, (CVPR) 1999: 1049-1055, June 1999.

  • T.F. Syeda-Mahmood, "A computational model of image indexing" in NSF/ARPA Workshop on Visual Information Management, ICCV95, Boston, MA.

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