Fei Wang's Homepage
IBM Almaden Research Center Fei Wang's Homepage
Publications  

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Books
[1]     B. Caputo, H. Muller, T. Syeda-Mahmood, J. Duncan, F. Wang, and J. Kalpathy-Cramer (Eds.), "Medical Content-Based Retrieval for Clinical Decision Support". Springer Lecture Notes in Computer Science, 2010. [bib, Link] new (1K)
[2]     F. Wang, P. Yan, K. Suzuki, D. Shen, (Eds.), "Machine Learning in Medical Imaging". Springer Lecture Notes in Computer Science, 2010. [bib, Link] new (1K)
 
Journal Articles
[1]     F. Wang, B. C. Vemuri, A. Rangarajan, S. Eisenschek "Simultaneous Non-rigid Registration of Multiple Point Sets and atlas Construction" IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 30, Issue 11, pp.2011-2022, Nov. 2008. [bib, pdf]
[2]     F. Wang and B. C. Vemuri, "Non-rigid Multi-Modal Image Registration using Cross-Cumulative Residual Entropy," International Journal of Computer Vision (IJCV), Vol.74, No 2, pp. 201-205, August, 2007. [bib, pdf]
[3]     F. Wang, B. C. Vemuri, S. Eisenschek, "Joint Registration and Segmentation of Neuroanatomical Structures from Brain MRI," Academic Radiology, pp. 1104-1111,vol 13, issue 9, September, 2006. [bib, pdf]
[4]     M. Rao, Y. Chen, B. C. Vemuri, F. Wang "Cumulative Residual Entropy: A New Measure of Information," IEEE Transactions on Information Theory 50(6): pp. 1220-1228, 2004 [bib, pdf]
[5]     F. Wang "Review of MPEG4 and its Multimedia Application," Electronic Technology (ISSN 1000-0755), China, Vol28, No4, pp. 22-27, April, 2001 [bib]
 
Conference Proceedings
[31]     Fei Wang, Vuk Ercegovac, Tanveer Syeda-Mahmood, Akintayo Holder, Eugene Shekita, David Beymer, Lin Hao Xu, "Large-Scale Healthcare Multimodal Mining with MapReduce". 1st ACM International Health Informatics Symposium, 2010. [bib, Link] new (1K)
[30]     Fei Wang, Tanveer Syeda-Mahmood, Vuk Ercegovac, David Beymer, Eugene Shekita, Akintayo Holder, "Large-Scale Image-based Electrocardiogram Analysis for Disease Recognition with MapReduce". International Workshop on High-Performance Medical Image Computing for Image-Assisted Clinical Intervention and Decision-Making, 2010. [bib, Link] new (1K)
[29]     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. [bib, link] new (1K)
[28]     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. [bib] new (1K)
[27]     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. [bib] new (1K)
[26]     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. [bib] new (1K)
[25]     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 (MMBIA2010), San Fancisco, CA, 2010. [bib] new (1K)
[24]     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," accepted, International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), London, UK, 2009. [bib] new (1K)
[23]     F. Wang, T. Syeda-Mahmood, and D. Beymer, "Information Extraction from Multimodal ECG Documents," Tenth International Conference on Document Analysis and Recognition (ICDAR), pp. 381-385, July, 2009. [bib, pdf]
[22]     F. Wang, T. Syeda-Mahmood, and D. Beymer, "Arrhythmia Detection using Image Representation of Electrocardiogram," Computers in Cardiology (CinC'2009), September, 2009. [bib]
[21]     R. Kumar, B.C. Vemuri, F. Wang, T. Syeda-Mahmood, P. Carney and T. Mareci "Multi-fiber Reconstruction from DW-MRI data using a Continuous Mixture of Hyperspherical von Mises-Fisher Distributions," Information Processing in Medical Imaging (IPMI), pp. 139-150, July, 2009. (oral presentation) [bib, pdf]
[20]     F. Wang, B. C. Vemuri, and T. Syeda-Mahmood, "Generalized L2-divergence and Its Application to Shape Alignment," Information Processing in Medical Imaging (IPMI), pp. 227-238, July, 2009. [bib, pdf]
[19]     D. Beymer, T. Syeda-Mahmood, A. Amir, F. Wang and Scott Adelman "Automatic Estimation of Left Ventricular Dysfunction from Echocardiogram Videos," IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), pp. 723-730, June, 2009. [bib, pdf]
[18]     R. Kumar, F. Wang, D. Beymer and T. Syeda-Mahmood, "Echocardiogram View Classification using Edge Filtered Scale-invariant Motion Features," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 723-730, June, 2009. [bib, pdf]
[17]     T. Syeda-Mahmood, F. Wang "Shape-based Matching of Heart Sounds," International Conference on Pattern Recognition (ICPR2008), pp. 1-4, Tampa, Florida, December, 2008 [bib, pdf]
[16]     F. Wang, T. Syeda-Mahmood and D. Beymer "Spatio-Temporal Motion Estimation for Disease Discrimination in Cardiac Echo Videos," Computers in Cardiology, Bologna, Italy, September, 2008. [bib]
[15]     D. Beymer, T. Syeda-Mahmood, F. Wang "Automatically Recognizing Echocardiographic Viewpoint in Cardiac Echo Videos," Computers in Cardiology, Bologna, Italy, September, 2008. (Best Poster Award). [bib]
[14]     T. Syeda-Mahmood, F. Wang "Similarity Retrieval of Heart Sounds," Computers in Cardiology, Bologna, Italy, September, 2008. [bib]
[13]     T. Syeda-Mahmood, F. Wang and R. Reddy, "Shape-based Retrieval of Heart Sounds for Disease Similarity Detection," European Conference on Computer Vision (ECCV2008), Marseille-France, October, 2008. [bib]
[12]     T. Syeda-Mahmood, D. Beymer and F. Wang, "Exploiting Spatio-temporal Information for View Recognition in Cardiac Echo Videos," IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA2008), Anchorage, Alaska, June, 2008. (oral presentation: 20%) [bib, link]
[11]     T. Syeda-Mahmood, F. Wang, D. Beymer, M. London, and R. Reddy "Characterizing Spatio-temporal Patterns for Disease Discrimination in Cardiac Echo Videos," International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2007), pp. 261-269, Brisbane, Australia, Oct 29 - Nov 2, 2007. [bib, pdf]
[10]     F. Wang, T. Syeda-Mahmood, D. Beymer, "Finding Disease Similarity by Combining ECG with Heart Auscultation Sound," Computers in Cardiology, pp. 261-264, Durham, North Carolina, Sept. 30-Oct. 3, 2007. [bib, pdf]
[9]     T. Syeda-Mahmood, F. Wang, D. Beymer, A. Amir, M. Richmond, S. N. Hashmi "AALIM: Multimodal Mining for Cardiac Decision Support," Computers in Cardiology, pp. 209-212, Durham, North Carolina, Sept. 30-Oct. 3, 2007. [bib, pdf]
[8]     T. Syeda-Mahmood, D. Beymer, and F. Wang "Shape-based Matching of ECG Recordings," International IEEE Conference on Engineering in Medicine and Biology (EMBC2007), pp. 2012-2018, Lyon, France, August 23-26, 2007. [bib]
[7]     T. Syeda-Mahmood and F. Wang "Unsupervised Clustering using Mutli-resolution Perceptual Grouping," International Conference on Computer Vision and Pattern Recognition (CVPR2007), pp. 1-8, Minneapolis, Minnesota June 18-23, 2007. [bib, pdf]
[6]     F. Wang, B. C. Vemuri, A. Rangarajan, "Groupwise Point Pattern Registration Using a Novel CDF-based Jensen-Shannon Divergence," International Conference on Computer Vision and Pattern Recognition (CVPR2006), pp. 1283-1288, New York, NY (oral presentation, 4.8%). [bib, pdf]
[5]     F. Wang, B. C. Vemuri, A. Rangarajan, I. Schmalfuss, S. Eisenschek, "Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction," European Conference on Computer Vision (ECCV2006), LNCS 3953, p.551, Graz, Austria. [bib, pdf]
[4]     F. Wang and B.C. Vemuri, "Simultaneous Registration & Segmentation of Anatomical Structures from Brain MRI," International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2005), USA, pp. 17-26, October 2005. (Oral presentation: 7%). [bib, pdf]
[3]     F. Wang, B. C. Vemuri, M. Rao, Y. Chen, "Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment," Ninth International Conference on Computer Vision (ICCV2003), Nice, France, pp. 548-553, October, 2003 [bib, pdf]
[2]     F. Wang, B. C. Vemuri, M. Rao, Y. Chen, "A New & Robust Information Theoretic Measure and Its Application to Image Alignment," International Conference of Information Processing in Medical Imaging (IPMI 2003), Ambleside, UK, July 2003, pp. 388-400. (Oral presentation: 6%). [bib, pdf]
[1]     F. Wang, T. E. Davis, B. C. Vemuri, "Real-Time DRR generation Using Cylindrical Harmonics," International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2002), Japan, Vol 2, pp. 671-678, 2002. [bib, pdf]
 
Thesis
[1]     F. Wang "INFORMATION THEORETIC MEASURES AND THEIR APPLICATIONS TO IMAGE REGISTRATION AND SEGMENTATION," Ph.D. thesis, University of Florida, Gainesville, FL, 2006 [bib, pdf]
 
Patents
[1]     "METHOD AND APPARATUS FOR DETERMINING THE PERIOD USING IMAGE REPRESENTATION OF ECG," (Filed)
[2]     "METHOD AND APPARATUS FOR RETRIEVAL OF SIMILAR HEART SOUNDS FROM A DATABASE," (Pending)