AALIM: Advanced Analytics for Information Management       

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AALIM: Advanced Analytics for Information Management Publications



2012

Proceedings of the Third MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Hayit Greenspan, Henning M\"uller, Tanveer Syeda-Mahmood
Springer-Verlag, 2012

SHAPE BASED SIMILARITY OF CONTINUOUS WAVE DOPPLER IMAGES
Tanveer Fathima Syeda-mahmood, David James Beymer
US Patent 20,120,250,957

Finding Similar 2D X-Ray Coronary Angiograms
Tanveer Syeda-Mahmood, Fei Wang, R Kumar, D Beymer, Y Zhang, Robert Lundstrom, Edward McNulty
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2012, pp. 501--508, Springer Berlin Heidelberg


SYSTEMS AND METHODS FOR AUTOMATED EXTRACTION OF MEASUREMENT INFORMATION IN MEDICAL VIDEOS
Arnon Amir, David James Beymer, Karen W Brannon, Sangeeta T Doraiswamy, Tanveer Fathima Syeda-mahmood
US Patent 20,120,321,189

Automatic Extraction of Coronary Artery Tree in 2D X-ray Angiography
Tanveer Syeda-Mahmood, Ritwik Kumar, David Beymer, Yong Zhang, Fei Wang, Robert Lundstrom, Edward J McNulty, Joe Terdiman, others
IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Segmentation of left ventricles from echocardiographic sequences via sparse appearance representation
Xiaojie Huang, Ben A Lin, Colin B Compas, Albert J Sinusas, Lawrence H Staib, James S Duncan
Mathematical Methods in Biomedical Image Analysis (MMBIA), 2012 IEEE Workshop on, pp. 305--312


2011

Pyramid histograms of motion context with application to angiogram video classification
Fei Wang, Yong Zhang, David Beymer, Hayit Greenspan, Tanveer Syeda-Mahmood
Functional Imaging and Modeling of the Heart, pp. 384--391, Springer, 2011

Automatic classification of images of an angiography sequence using modified shape context-based spatial pyramid kernels
Fei Wang, Yong Zhang, Hayit Greenspan, Tanveer Syeda-Mahmood, David Beymer
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on, pp. 1091--1096



2010

Cardiac disease detection from echocardiogram using edge filtered scale-invariant motion features
R. Kumar, F. Wang, D. Beymer, T. Syeda-Mahmood
Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 IEEE Computer Society Conference on, pp. 162--169

AALIM: a cardiac clinical decision support system powered by advanced multi-modal analytics.
Arnon Amir, David Beymer, Julia Grace, Hayit Greenspan, Daniel Gruhl, Allen Hobbs, Kilian Pohl, Tanveer Syeda-Mahmood, Joseph Terdiman, Fei Wang
Studies in health technology and informatics 160(Pt 2), 846, 2010

Shape-based similarity retrieval of Doppler images for clinical decision support
T. Syeda-Mahmood, P. Turaga, D. Beymer, F. Wang, A. Amir, H. Greenspan, K. Pohl
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, pp. 855--862

Large-scale multimodal mining for healthcare with MapReduce
Fei Wang, Vuk Ercegovac, Tanveer Syeda-Mahmood, Akintayo Holder, Eugene Shekita, David Beymer, Lin Hao Xu
Proceedings of the 1st ACM International Health Informatics Symposium, pp. 479--483, 2010

Automatic selection of keyframes from angiogram videos
T Syeda-Mahmood, D Beymer, F Wang, A Mahmood, RJ Lundstrom, N Shafee, T Holve
Pattern Recognition (ICPR), 2010 20th International Conference on, pp. 4008--4011

AALIM: A Cardiac Clinical Decision Support System Powered By Advanced Multi-modal Analytics
D Gruhl, A Amir, D Beymer, G Julia, H Greenspan, A Hobbs, K Pohl, T Syeda-Mahmood, J Terdiman, F Wang
International Medical Informatics Conference (MedInfo), 2010

Shape-based similarity retrieval of Doppler images for clinical decision support
T Syeda-Mahmood, P Turaga, D Beymer, F Wang, A Amir, H Greenspan, K Pohl
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, pp. 855--862

Cardiac disease detection from echocardiogram using edge filtered scale-invariant motion features
Ritwik Kumar, Fei Wang, David Beymer, Tanveer Syeda-Mahmood
Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 IEEE Computer Society Conference on, pp. 162--169

Recognition of object categories using affine kernels
Tanveer Fathima Syeda-Mahmood, Fei Wang, David Beymer
Proceedings of the international conference on Multimedia information retrieval, pp. 15--24, ACM, 2010


2009

Automatic estimation of left ventricular dysfunction from echocardiogram videos
D Beymer, T Syeda-Mahmood, A Amir, Fei Wang, S Adelman
Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. IEEE Computer Society Conference on, pp. 164--171

Closed-form jensen-renyi divergence for mixture of gaussians and applications to group-wise shape registration
Fei Wang, Tanveer Syeda-Mahmood, Baba C Vemuri, David Beymer, Anand Rangarajan
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2009, pp. 648--655, Springer Berlin Heidelberg

Disease-specific extraction of text from cardiac echo videos for decision support
Tanveer Syeda-Mahmood, David Beymer, Arnon Amir
Document Analysis and Recognition, 2009. ICDAR'09. 10th International Conference on, pp. 1290--1294

Automatic estimation of left ventricular dysfunction from echocardiogram videos
D Beymer, T Syeda-Mahmood, A Amir, Fei Wang, S Adelman
Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. IEEE Computer Society Conference on, pp. 164--171, IEEE

Information Extraction from Multimodal ECG Documents
Fei Wang, Tanveer Syeda-Mahmood, David Beymer
Document Analysis and Recognition, 2009. ICDAR'09. 10th International Conference on, pp. 381--385, IEEE

Arrhythmia Detection using Image Representation of Electrocardiogram
Fei Wang, Tanveer Syeda-Mahmood, David Beymer
Computers in Cardiology (CinC'2009), IEEE

Closed-form Jensen-Renyi Divergence for Mixture of Gaussians \& Applications to Group-wise Shape Registration
Fei Wang, Tanveer Syeda-Mahmood, Baba C Vemuri, David Beymer, Anand Rangarajan
MICCAI, Springer, 2009


2008

Cardiac disease recognition in echocardiograms using spatio-temporal statistical models
David Beymer, Tanveer Syeda-Mahmood
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE, pp. 4784--4788

Inferring transducer viewpoints in cardiac echo videos
D Beymer, T Syeda-Mahmood, F Wang
Computers in Cardiology, 2008, pp. 117--120

Automatically Recognizing Echocardiographic Viewpoint in Cardiac Echo Videos
David Beymer, Tanveer Syeda-Mahmood, Fei Wang
Computers in Cardiology, pp. 117-120, 2008

Spatio-temporal motion estimation for disease discrimination in cardiac echo videos
F Wang, T Syeda-Mahmood, D Beymer
Computers in Cardiology, 2008, pp. 121--124

Exploiting spatio-temporal information for view recognition in cardiac echo videos
David Beymer, Tanveer Syeda-Mahmood, Fei Wang
Computer Vision and Pattern Recognition Workshops, 2008. CVPRW'08. IEEE Computer Society Conference on, pp. 1--8


2007

AALIM: Multimodal mining for cardiac decision support
T Syeda-Mahmood, F Wang, D Beymer, A Amir, M Richmond, S Hashmi
Computers in Cardiology, 2007, pp. 209--212

Shape-based matching of ECG recordings
Tanveer Syeda-Mahmood, David Beymer, Fei Wang
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE, pp. 2012--2018

Finding disease similarity by combining ECG with heart auscultation sound
F Wang, T Syeda-Mahmood, D Beymer
Computers in Cardiology, 2007, pp. 261--264

AALIM: Multimodal mining for cardiac decision support
T Syeda-Mahmood, F Wang, D Beymer, A Amir, M Richmond, S Hashmi
Computers in Cardiology, 2007, pp. 209--212

AALIM}: Multimodal mining for cardiac decision suppor
Tanveer Syeda-Mahmood, Fei Wang, David Beymer, Arnon Amir, Michael Richmond, Syed Hashmi
Computers in Cardiology, pp. 209-212, 2007

Finding Disease Similarity by Combining {ECG} with Heart Auscultation Sound
Fei Wang, Tanveer Syeda-Mahmood, David Beymer
Computers in Cardiology, pp. 261-264, 2007

Shape-based Matching of {ECG} Recordings
Tanveer Syeda-Mahmood, David Beymer, Fei Wang
IEEE Int, pp. 2012-2018, 2007

Characterizing spatio-temporal patterns for disease discrimination in cardiac echo videos
T Syeda-Mahmood, F Wang, D Beymer, M London, R Reddy
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2007, pp. 261--269, Springer Berlin Heidelberg




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