Srivatsan Pallavaram

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             WWW http://www.vanderbilt.edu
Current Position

Ph.D. Candidate
Electrical Engineering
Medical Image Processing Laboratory
Vanderbilt University, Nashville, Tennessee, USA

Project: Computer aided Deep Brain Stimulation (DBS) surgery.

Research Advisor: Professor Benoit Dawant

Collaboration: Department of Neurosurgery, Vanderbilt University Medical Center
Dr. Peter Konrad, Dr. Chris Kao, Dr. Joseph S. Neimat, Dr. John Spooner, Dr. Hong Yu

Affiliated Laboratories: Medical Image Processing Lab

 
Graduate Degree

Master of Science (MS), Electrical and Computer Engineering (ECE),
University of California, Santa Barbara (UCSB), California, USA (June 2004)
Major (Signal Processing) GPA: 3.9/4.0

Research Advisor: Professor Sanjit Mitra

Affiliated Laboratories: Image Processing Research Laboratory and Haptic Soundscapes Research Laboratory

Master's Research: Spot Identification in cDNA microarray images.
Graduate Courses
  • Medical Image Registration
  • Geometric Distortions in MRI (Magnetic Resonance Imaging)
  • Advanced Digital Signal Processing
  • Signal Compression
  • Information Theory
  • Programming Languages
  • Digital Image Processing
  • Artificial Neural Networks (ANNs)
  • Multimedia Compression
  • Random Processes
  • Data Mining
  • Matrix Analysis and Computation
Undergraduate Degree

Bachelor of Engineering (B.E.), Electronics and Communication Engineering
University of Madras, India (May 2002)
Class standing: RANK 3 (TOP 5%)

Research & Teaching Experience

 

 

 

 

 

 

 

 

 

 

 

 

 
  1. Research Assistant (RA), Medical Image Processing Laboratory, Dept. of Electrical Engineering, Vanderbilt University, since Spring 2005.
    Advisor:     Professor Benoit Dawant
  2. Hired by Center for teaching, Vanderbilt University to conduct a one-hour workshop on "Teaching in a Laboratory" for teaching assistants at Vanderbilt University, Jan' 23, 2009.
  3. Hired by Center For Teaching (CFT), Vanderbilt University to design and conduct two one-hour workshops on "Teaching in a Laboratory" for teaching assistants at Vanderbilt University, Oct' 9 and Oct' 10, 2008.
  4. Hired by the CFT as Teaching Affiliate to design and conduct a day-long workshop as part of the Teaching Assistants Orientation (TAO) for new TAs, Vanderbilt University, 2009-2010.
  5. Hired by the CFT as Teaching Affiliate to design and conduct a day-long workshop as part of the TAO for new TAs, Vanderbilt University, 2008-2009.
  6. Hired by the Center for Teaching (CFT) as Practice Teaching Leader during TAO, Vanderbilt University, 2008-2009.
  7. Hired by the CFT as a Teaching Affiliate to design and conduct a day-long workshop as part of the Teaching Assistants Orientation (TAO) for new TAs, Vanderbilt University, 2006-2007.
  8. Teaching Assistant (TA) to Prof. Richard Alan Peters II, EECE/CS 253: Digital Image Processing, Fall 2004, Dept. of Electrical Engineering & Computer Science, Vanderbilt University.
  9. Teaching Asssitant (TA) to Prof. B.S. Manjunath for ECE 178: Fundamentals of Digital Image Processing , Winter 2004, University of California, Santa Barbara.
  10. Graduate Student Researcher, Image Processing Research Laboratory,
    Dept. of Electrical and Computer Engineering, April 2003 - May 2004.
    Advisor: Professor Sanjit Mitra
  11. Graduate Student Researcher, Haptic Soundscapes Research Laboratory,
    Dept. of Geography, September 2002 - September 2003.
    Advisor: Professor Reginald Golledge
  12. Student Assistant, Haptic Soundscapes Research Laboratory,
    Dept. of Geography, October 2003 - December 2003
  13. Worked on the analysis of ambient air pollutants in the city of Chennai (India) during 2000, results were published in Proc of National Conference on Pollution Prevention and Control, Nagpur, India
  14. In-plant training at Bharat Electronics Limited (BEL), Bangalore, India (May 00)

Publications &
Presentations

 

          Archived Journal Articles and PUBMED listed proceedings

  1. Pierre-François D’Haese, Srivatsan Pallavaram, Rui Li, Todd Shanks, Peter Zahos, Joseph Neimat, Peter Konrad, Benoit M. Dawant, "Early clinical evaluation of a computer assisted planning system for deep brain surgeries: 1 year of clinical assistance", IPCAI, 2009 (submitted).
  2. Pierre-François D’Haese, Srivatsan Pallavaram, Rui Li, Michael S Remple, Joseph S Neimat, Peter E Konrad, Benoit M Dawant, "CranialVault and its CRAVE tools: a clinical computer assistance system for Deep Brain Stimulation (DBS) therapy", Journal of Medical Image Analysis, 2009 (submitted).
  3. Srivatsan Pallavaram, Benoit M. Dawant, Michael S. Remple, Joseph S. Neimat, Chris Kao, Peter E. Konrad, Pierre-François D’Haese, "Effect of brain shift on the creation of functional atlases for deep brain stimulation surgery," in the International Journal of Computer Assisted Radiology and Surgery (IJCARS), DOI 10.1007/s11548-009-0391-1, ISSN 1861-6410 (Print), 2009 (published online).
  4. Srivatsan Pallavaram, Pierre-François D’Haese, Michael S. Remple, Joseph S. Neimat, Chris Kao, Peter E. Konrad, and Benoit M. Dawant, "A method to correct for brain shift when building electrophysiological atlases for deep brain stimulation (DBS) surgery," LNCS (MICCAI, London, England), Vol. 5761, pp. 557-564, 2009.
  5. Srivatsan Pallavaram, Benoit M. Dawant, Tatsuki Koyama, Hong Yu, Joseph S. Neimat, Peter E. Konrad, Pierre-François D’Haese, "Validation of a fully automatic method for the routine selection of the anterior and posterior commissures in MR images", Journal of Stereotact Funct Neurosurg, 87:148-154, 2009.
  6. Pierre-François D’Haese, Srivatsan Pallavaram, Peter E. Konrad, Joseph S. Neimat, J. Michael Fitzpatrick, Benoit M. Dawant, “Clinical accuracy of a customized stereotactic platform for deep-brain stimulation after accounting for brain shift”, Journal of Stereotac Funct Neurosurg, Vol. 88, pp. 81-87, 2010.
  7. Srivatsan Pallavaram, Hong Yu, John Spooner, Pierre-François D’Haese, Bobby Bodenheimer, Peter E. Konrad, Benoit M. Dawant, "Inter-surgeon variability in the selection of anterior and posterior commissures and its potential effects on target localization", Journal of Stereotact Funct Neurosurg 2008;86:113-119 (DOI: 10.1159/000116215).
  8. Srivatsan Pallavaram, Pierre-François D’Haese, Chris Kao, Hong Yu, Michael S. Remple, Joseph S. Neimat, Peter E. Konrad, Benoit M. Dawant, A new method for creating electrophysiological maps for DBS surgery and their application to surgical guidance, Part I, LNCS (Lecture Notes in Computer Science, Springer-Verlag) 5241, pp. 670–677, 2008, Medical Image Computing and Computer Assisted Intervention (MICCAI, New York, USA) 2008.
  9. Pierre-Francois D'Haese, Srivatsan Pallavaram, Ken Niermann, John Spooner, Chris Kao, Peter E. Konrad, Benoit M. Dawant, "Automatic Selection of DBS Target Points Using Multiple Electrophysiological Atlases", LNCS, Vol. 3750, (MICCAI, Palm Springs, California, USA), pp. 427-434, 2005.

    10. Refereed Conference Proceedings
  10. Srivatsan Pallavaram, Pierre-François D’Haese, Michael S. Remple, Joseph S. Neimat, Chris Kao, Rui Li, Peter E. Konrad, Benoit M. Dawant, "Detecting brain shift during deep brain stimulation surgery using intra-operative data and functional atlases: a preliminary study," in Proc. of the IEEE International Symposium in Biomedical Engineering (ISBI, Boston), pp. 362-365, 2009.
  11. Srivatsan Pallavaram, Benoit M. Dawant, Michael S. Remple, Joseph S. Neimat, Chris Kao, Peter E. Konrad, Pierre-François D’Haese, "Effect of brain shift on the creation of functional atlases for deep brain stimulation surgery," in Computer Assisted Radiology and Surgery (CARS), 23rd International Congress and Exhibition, June 23-27, 2009, Berlin, Germany.
  12. Srivatsan Pallavaram, Hong Yu, John Spooner, Pierre-François D’Haese, Tatsuki Koyama, Bobby Bodenheimer, Peter E. Konrad, Benoit M. Dawant, "Automated selection of anterior and posterior commissures based on a deformable atlas and its evaluation based on manual selections by neurosurgeons", Proc. of SPIE Medical Imaging, Vol. 6509, pp: 65091C-1:9, 2007.
  13. Benoit Dawant, Pierre-François D’Haese, Srivatsan Pallavaram, Hong Yu, John Spooner, Thomas Davis, Chris Kao, Peter E. Konrad, "The VU-DBS project: integrated and computer-assisted planning, intra-operative placement, and post-operative programming of deep brain stimulators", Proc. of SPIE Medical Imaging, Vol. 6509, p. 650907, 2007.
  14. Pierre-François D’Haese, Srivatsan Pallavaram, Hong Yu, John Spooner, Peter E. Konrad, Benoit M. Dawant, "Deformable Physiological Atlas-Based Programming of Deep Brain Stimulators: A Feasibility Study", in LNCS (WBIR), Vol. 4057 Utrecht, The Netherlands, 2006, p. 144:150.
  15. Pierre-Francois D'Haese, Srivatsan Pallavaram, Chris Kao, Peter E. Konrad, Benoit M. Dawant, "Computer-aided placement of deep brain stimulators: from planning to intra-operative guidance", SPIE, Medical Imaging, San Diego, California, USA, Feb' 12-17, 2005.
  16. Srivatsan Pallavaram, Marco Carli, John Berger, Alessandro Neri, Sanjit K. Mitra, "Spot identification in microarray images using Gauss-Laguerre wavelets", Proc. IEEE Workshop on Genomic Signal Processing and Statistics (GENSIPS), The Johns Hopkins University, Baltimore, Maryland, USA, May 26-28, 2004. (pdf)
  17. M. Rice, D. Jacobson, R.G. Golledge, D. Jones, S. Pallavaram , "Object Size Discrimination and Non-visual Cartographic Symbolization", in Web Proceedings, American Congress of Surveying and Mapping 2003 Annual Conference, Phoenix, Arizona, USA, Mar 30–Apr 02, 2003, http://www.acsm.net [full paper (pdf)]
  18. D. Jacobson, M. Rice, R.G. Golledge, D. Jones, P. Hayward, S. Pallavaram, "Cartographic Symbolization Issues for Haptic and Auditory Map Interfaces", Association of American Geographers (AAG) 99th Annual Conference, New Orleans, Louisiana, USA, March 5-8, 2003.
  19. Senthilnathan T, Srivatsan PS, Anusha SR, Bhaskaran A, Rajan RD, “Analysis of ambient air pollutants in Chennai during the year 2000”, Proc National Conf Pollution Prevn. & Control, Nagpur, India, 2002.

    20. Abstracts
  20. Srivatsan Pallavaram, Pierre-François D’Haese, Michael S. Remple, Joseph S. Neimat, Chris Kao, Peter E. Konrad, Benoit M. Dawant, "Effect of intra-operative brain shift on populating electrophysiological atlases of somatotopy recordings in DBS surgeries", Poster at World Society for Stereotactic and Functional Neurosurgery (WSSFN), 15th Quadrennial meeting, Toronto, Canada, May 24-27, 2009.
  21. Pierre-François D’Haese, Srivatsan Pallavaram , Joseph S. Neimat, Peter E. Konrad, J. Michael Fitzpatrick, Benoit M. Dawant, "Customized stereotactic frame accuracy measurement accounting for brain shift", Poster at World Society for Stereotactic and Functional Neurosurgery (WSSFN), 15th Quadrennial meeting, Toronto, Canada, May 24-27, 2009.
  22. Michael S. Remple, Srivatsan Pallavaram, Chris Kao, Pierre F. D’Haese, Joseph S. Neimat, Benoit M. Dawant, Peter E. Konrad, The relationship between subthalamic nucleus (STN) somatotopy and deep brain stimulation (DBS) efficacy and side effect maps: an atlas study, Society for Neuroscience (SFN), Nov' 15-19, 2008, Washington D.C.
  23. Joseph S. Neimat, Srivatsan Pallavaram, Pierre-François D’Haese, Chris Kao, Hong Yu, Michael S. Remple, Peter E. Konrad, Benoit M. Dawant, Computerized brain atlas provides anatomic prediction of stimulation efficacy in patients undergoing deep brain stimulation(DBS) of the subthalamic nucleus(STN), Poster at American Society for Sterotactic and Functional Neurosurgery (ASSFN) Biennial meeting, Vancouver, BC, Canada, June 1-4, 2008.
  24. Michael S. Remple, Srivatsan Pallavaram, Pierre F. D’Haese, Benoit M. Dawant, Joseph S. Neimat, Organization of sensorimotor responses in the human subthalamic nucleus (STN), American Society of Neurophysiological Monitoring (ASNM), May 2-4, 2008, Chicago, IL
  25. Benjamin P. Rosenbaum, Pierre-François D’Haese, Hong Yu, Srivatsan Pallavaram, Benoit M. Dawant, Joseph S. Neimat, Peter E. Konrad, Brain Shift during Deep Brain Stimulation Surgery Correlates Directly to Pneumocephalus and Inversely to Age, Poster at American Society for Sterotactic and Functional Neurosurgery (ASSFN) Biennial meeting, Vancouver, BC, Canada, June 1-4, 2008.
  26. Hong Yu, Pierre-François D’Haese, Tatsuki Koyama, Srivatsan Pallavaram, Benoit M. Dawant, Joseph S. Neimat, Peter E. Konrad, Automated Algorithm Selects Anterior and Posterior Commissure Points Better than Experienced Neurosurgeons, Poster at American Society for Sterotactic and Functional Neurosurgery (ASSFN) Biennial meeting, Vancouver, BC, Canada, June 1-4, 2008.
  27. Hong Yu, Benjamin P. Rosenbaum, Pierre-François D’Haese, Srivatsan Pallavaram, Prashanth Dumpuri, Benoit M. Dawant, Joseph S. Neimat, Peter E. Konrad, Predicting Brain Shift in Deep Brain Stimulation Surgery, Poster at American Society for Sterotactic and Functional Neurosurgery (ASSFN) Biennial meeting, Vancouver, BC, Canada, June 1-4, 2008.
  28. Hong Yu, Pierre-Francois D'Haese, Srivatsan Pallavaram, Benoit M. Dawant, Peter E. Konrad, "The use of a functional atlas for automated targeting in deep brain stimulation surgery", Southern Neurosurgical Society Annual Meeting, Sea Island, Georgia, March 14 - 17, 2007.
  29. Andrew B. Conrad, Thomas L. Davis, Peter E. Konrad, Benoit Dawant, Srivatsan Pallavaram, Michael Gensheimer, "Ventricular Volume Associations With Transient Encephalopathy Following Deep Brain Stimulation Surgery", American Academy of Neurology (AAN) conference, Boston: April 28-May 5, 2007.
  30. Anusha Sathyanarayanan, Srivatsan Pallavaram, Robert Bodenheimer, Kevin Robinson, Benoit Dawant, Thomas L. Davis, "Quantification of Movement Using a Nintendo Wii Remote", American Neurological Association (132nd meeting), 2007.
  31. Pierre-François D’Haese, Srivatsan Pallavaram, Hong Yu, John Spooner, Peter E. Konrad, Benoit M. Dawant, "Internet portal for computer aided deep brain stimulation therapy: from target planning to programming", Movement Disorders - 10th International Congress of Parkinson's Disease and Movement Disorders, Oct' 28-Nov' 2, 2006, Kyoto, Japan.
  32. Pierre-François D’Haese, Srivatsan Pallavaram, Hong Yu, John Spooner, Peter E. Konrad, Benoit M. Dawant, "Automated selection of programming parameters for Deep Brain Stimulators based on a probabilistic atlas", Movement Disorders - 10th International Congress of Parkinson's Disease and Movement Disorders, Oct' 28-Nov' 2, 2006, Kyoto, Japan.
  33. Srivatsan Pallavaram, Pierre-François D’Haese, Bobby Bodenheimer, John Spooner, Hong Yu, Peter E. Konrad, Benoit M. Dawant, "Automated selection of anterior and posterior commissures based on a deformable atlas can remove variability in the current frame of reference used for stereotactic neurosurgical procedures", Poster at American Society for Stereotactic and Functional Neurosurgery (ASSFN) Biennial meeting, Boston, MA, USA, June 1-4, 2006.
  34. John Spooner, Hong Yu, Pierre-Francois D'Haese, Srivatsan Pallavaram, Benoit M. Dawant, Peter E. Konrad, "Fully automated deep brain stimulation target selection better than traditional methods", ASSFN (American Society for Stereotactic and Functional Neurosurgery), 2006.
  35. M. Rice, R. Golledge, D. Jacobson, D. Jones, S. Pallavaram, “Axis Scalling and Symbolization Issues for Haptic Maps", the 100th AAG Annual Meeting, Philadelphia, PA, USA, 14-19 March 2004 [abstract (pdf)].
  36. M. Rice, R. Golledge, D. Jacobson, D. Jones, S. Pallavaram, “Evaluating Shapes Via a Non-Visual Computer Interface”, the 100th AAG Annual Meeting, Philadelphia, PA, USA, 14-19 March 2004[abstract (pdf)].
  37. Srivatsan PS, Anusha SR, “A novel technique for dynamically stopping iterations in turbo decoding”, National Level Symposium (APOGEE 02), Birla Institute of Technology & Science, Pilani, India, 2002 .

Awards & Honors
  • International Society for Computer Aided Surgery (ISCAS) student fellowship for CARS, 2009, EU 2000.
  • Thomas M. Weser award 2007 for the outstanding International student of the year by the International Students and Scholars Services (ISSS) office at the Magnolia awards ceremony hosted by the office of Leadership Developments and Intercultural affairs on April 4th. More details can be found at http://www.vanderbilt.edu/leadership/magnolia3.html Presented with an engraved clock and $250 with name engraved on a plaque in the ISSS office
  • Student travel grant award from the Vanderbilt University to present research at the Medical Image Computing and Computer Assisted Intervention (MICCAI) conference, NY, USA, 2008, $500.
  • University Graduate Fellowship (UGF), Vanderbilt University (2004-2008), total of $20, 000.
  • Student travel grant award from SPIE Medical Imaging conference to present research at SPIE, San Diego, CA, USA, 2007, $250.
  • Student travel grant award travel grant award from the Vanderbilt University graduate school to present research at the American Society for Stereotactic and Functional Neurosurgery, Boston, USA, 2006, $500.
  • Winner, Table Topics (impromptu speech) contest 2007, Toastmasters International Area 54, District 63
  • Competent Communicator (CC) award from Toastmasters International, 2006.
  • Presidential Work-Study Research Scholarship, UCSB (2002-2003).
  • Gold Medal for the Best Male All Rounder of the school, BSRKV, India (95-96).
  • Rolling Shield for the Best All Rounder of the school, BSRKV, India (95-96).
  • President Scout Award (Rashtrapati Award) personally from the then President of India, Dr. Shankar Dayal Sharma, New Delhi (1994).
  • Governor Scout Award (Rajya Puraskar), India (1993).

Leadership

 

 
  • Marketing Manager, Nashville Cricket Association (NCA), 2009-2010.
  • Chairman, Vanderbilt Cricket Club (VCC), 2008-2009.
  • Fundraising: Raised over $1500 on the Vanderbilt campus for the Kumar and Mahadevan fund, Texas A&M University, Kingsville, 2007.
  • Fundraising: Worked with FREE (Freeing, Rescuing, Educating and Empowering) formerly called "Free the children/Free the slaves", a Vanderbilt student organization to raise funds for SOUP (Society of Underprivileged People) India. SOUP is a non-governmental organization in Allahabad, India that works to rescue, give shelter and food and opportunities to children and women stuck in drug and human trafficking. We raised $4200 for SOUP of which I led the efforts to raise $3500 (Sriram Dixit and Anupama Balasubramanian provided great help in this effort). This fundraising was eventually covered in an article by The Vanderbilt Hustler, the most popular newspaper on campus, Jan' 12, 2007.
  • Served as an invited panelist for the workshop on "Teaching in the American Classroom" , organized by the Center for Teaching (CFT) in Vanderbilt University on Nov' 8, 2006.
  • Vice-President (Public Relations), Toastmasters International - LifeWay chapter, Nashville, TN, 2006-2007.
  • Webmaster, Toastmasters International - LifeWay chapter, Nashville, TN, 2006-2007.
  • Vanderbilt International Volunteer (VIV), 2006-2007.
  • Chairman and Founder , Vanderbilt Cricket Club (VCC), 2005-2009.
  • Webmaster, Vanderbilt Cricket Club (VCC), 2005-2007.
  • Community Service: Nashville Area Habitat for Humanity - Participated in the fourth Nashville Habitat Build of 2005 to build home for the needy.
  • Certificate in Management Technology, India, '02.
  • Leader of the ECE department Quality Circle, Velammal Engineering College, India, '00-'01.
  • Organizing Secretary, National Level Technical Symposium ECE Dept., Velammal Engineering College, India, '00-'01.
  • Member of editorial boards for college newsletter and college souvenir, '00-'01.
Resume

pdf format        txt format
Good Bibilography

DNA Sequence Analysis

  • D. Anastassiou, “Genomic Signal Processing”, IEEE Signal Processing Magazine, pp 8-20, July 2001.
  • P. Bernaola-Galvan, I. Grosse, P. Carpena, J.L. Oliver, R. Roman-Roland, H.E. Stanley, “Finding borders between coding and noncoding DNA regions by an entropic segmentation method”, Physical Review E, vol. 85(6), pp 1342-1345, 2000.
  • Daniel Nicorici, John A. Berger, Jakko Astola, Sanjit K Mitra, “Finding borders between coding and noncoding DNA regions using recursive segmentation and statistics of stop codons”, Finnish Signal Processing Symposium (FINSIG'03), Tampere, Finland, pp. 231-235, May 19, 2003.
  • Gene bank: http://www.ncbi.nih.gov/
  • Bayesian network toolbox: http://www.ai.mit.edu/~murphyk/Software/BNT/bnt.html#features
    I.T. Jolliffe. Principal Component Analysis. Springer-Verlag, 1986.
  • Qicheng Ma, Jason T. L. Wang and Cathy H. Wu ,"Application of Bayesian Neural Networks to Biological Data Mining: A Case Study in DNA Sequence Classification," Proceedings of the Twelfth International Conference on Software
  • Y. Wang, C-T Zhang and P. Dong. “Recognizing Shorter Coding Regions of Human Genes Based on the Statistics of Stop Codons”, Biopolymers, Vol. 63, 207-216, 2002
  • M. Yan, Z-S. Lin and C-T. Zhang. “A new Fourier transform approach for protein coding measure based on the format of the Z curve”, Bioinformatics, Vol. 14, no. 8, 685-690, 1998
    C-T. Zhang, J. Wang. Nucleic Acids Res 2000, 28, 2804-2814
  • Distribution of base pair repeats in coding and noncoding DNA sequences, N.V. Dakholyan et al, Physical Review Letters, Vol. 79, no. 25, Dec ’97
  • Computing Linear Transforms of Symbolic Signals, Wang and Johnson

cDNA Microarray Image Processing

  • Microarray image processing based on clustering and morphological analysis, Wu & Yan
  • Quality control in Microarray image analysis, Kuklin et al
  • Robust Microarray image analysis, Katzer et al
  • Image metrics in the statistical analysis of DNA Microarray data, Brown et al
  • A markov random field model of Microarray gridding. Katzer et al
  • A novel method using edge detection for signal extraction from cDNA Microarray image analysis, Kim et al
  • Fully automatic quantification of Microarray image data, Jain et al
  • Dapple: Improved techniques for finding spots on DNA microarrays UW CSE Technical Report
  • Microarray Image Processing based on clustering and morphological analysis, Wu & Yan
  • Robust adaptive spot segmentation of DNA microarray images, Liew, yan & Yang
  • An adaptive logical method for binarization of degraded document images, Yang & Yan
  • Ratio based decisions and the quantitative analysis of cDNA microarray images, Chen et al

Good Image Processing Lectures

Good Video Processing and Compression Lectures

WAVELAB

A good image processing bibiliography

Good image processing projects

Email

sri.pallavaram@vanderbilt.edu (SRI 'dot' PALLAVARAM @ VANDERBILT 'dot' EDU)
Phone (615)-969-1637
References Available upon request
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