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Andrew M. Michael, PhD

Research Scientist

This e-mail address is being protected from spambots. You need JavaScript enabled to view it

 

RESEARCH SUMMARY

With better and newer technological advances in the field of biomedicine the variety and volume of data acquired is rapidly increasing. Each type of data possesses both unique and overlapping information and has its own strengths and weaknesses. Novel methods are needed to effectively combine different data sets to identify inter-relationships to better understand healthy and diseased human brain and behavior. Dr. Michael is particularly interested in developing methods to evaluate long-range structure-function relationships of the highly inter-connected brain. An analysis of this nature is important and may help to better understand disorders such as schizophrenia that is hypothesized as a disorder of distributed disconnections. Dr. Michael applies his methods on structural MRI, diffusion tensor imaging and functional MRI data sets obtained from both healthy and diseased populations.



Education

  • Diploma in Psychology, Aquinas College, Sri Lanka
  • Bachelor of Engineering, Electronics & Communication Engineering, National Institute of Technology, India
  • M.S., Electrical Engineering, Rochester Institute of Technology (RIT), NY
  • Ph.D., Imaging Science, RIT, NY

 

Positions

  • 2002 – 2004: Research Assistant, Dept. of Electrical Engineering, RIT, NY
  • 2004 – 2006: Research Assistant, Center for Imaging Science, RIT, NY
  • 2006 – 2007: Junior Fellow, The Very Large Array, National Radio Astronomy Observatory, NM
  • 2007 – 2009: Research Assistant, The Mind Research Network (MRN), Albuquerque, NM
  • 2009 – present: Research Scientist, MRN, Albuquerque, NM
  • 2010 – present: Program Manager, MRN, Albuquerque, NM

 

Honors

  • 1997-2001: Recipient of one of five full scholarships in Engineering offered by Government of India to Sri Lanka
  • 2003-2007: Multiple awards at RIT for excellence in academics, teaching, student service and achievement
  • 2006: Junior Fellowship, The Very Large Array, National Radio Astronomy Observatory , USA

 

Selected Peer-Reviewed Publications

  • Michael, A.M., King, M.D., Calhoun, V.D., “Gray Matter Concentration and Functional Activation for a Working Memory Task Shows Inverse Correlation in Schizophrenia”, ICOSR, 2011
  • Khullar, S., Michael, A.M., Baum, S.A., Correa, N., Adali, T., Calhoun, V.D. “Improved 3-D Wavelet-based De-noising of fMRI data”, in SPIE Medical Imaging, 2011
  • Khullar, S., Michael, A.M., Baum, S.A., Correa, N., Adali, T., Calhoun, V.D., 2010 (in press), “Wavelet-based fMRI analysis: 3-D de-noising, signal separation and validation metrics”. Neuroimage
  • Elena A Allen, Erik B Erhardt, Eswar Damaraju, William Gruner, Judith Segall, Rogers F Silva, Martin Havlicek, Srinivas Rachakonda, Jill Fries, Ravi Kalyanam, Andrew M Michael, et al., 2010 (in press), “A baseline for the multivariate comparison of resting state networks”. Frontiers in Systems Neuroscience
  • Sakoglu, Ü., Pearlson, G.D., Kiehl, K.A., Wang, Y.M., Michael, A.M., Calhoun, V.D., 2010. “A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia”. Magnetic Resonance Materials in Physics, Biology and Medicine, 1-16.
  • Michael, A.M., Baum, S.A., White, T., Demirci, O., Andreasen, N.C., Segall, J.M., Jung, R.E., Pearlson, G., Clark, V.P., Gollub, R.L., Schulz, S.C., Roffman J.L., Lim, K.O., Ho, B.C., Bockholt, H.J., Calhoun, V.D. 2010. “Does function follow form?: Methods to fuse structural and functional brain images show decreased linkage in schizophrenia”. Neuroimage 49, 2626-2637.
  • Michael, A.M., Baum, S., Fries, J., Ho, B., Pierson, R., Andreasen, N., Calhoun, V., 2009. “A method to fuse fMRI tasks through spatial correlations: Applied to schizophrenia”. Human Brain Mapping 30, 2512-2529.
  • Demirci, O., Stevens, M., Andreasen, N., Michael, A.M., Liu, J., White, T., Pearlson, G., Clark, V., Calhoun, V., 2009. “Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients and healthy controls”. Neuroimage 46, 419-431.
  • Michael, A.M., Calhoun, V.D., Caprihan, A.“Application of Canonical Correlation Analysis to Identify Regions of Significant Correlation between Symptom Scores and DTI Measures in Schizophrenia”, ISMRM, 2009
  • Michael, A.M., Calhoun, V.D., Baum, S.A., Caprihan, A. “Correlations of Diffusion Tensor Imaging Values and Symptom Scores in Patients with Schizophrenia”, in IEEE EMBS, 2008

 

Other  
Publicity: Research at RIT, http://www.rit.edu/research/imaging_story.php?id=9
Professional Memberships: IEEE, OHBM, IS&T

 

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