Publications

Thesis 

  1. G. J. Katuwal Machine Learning Based Autism Detection Using Brain Imaging, PhD thesis, Rochester Institute of Technology, May 2017 [link]

Peer-reviewed Journal Articles

  1. G. J. Katuwal, N. D. Cahill, Chase. C. Doughetry, S. Baum, G. J. Moore, Eli Evans, A. M. Michael, Inter-method discrepancies in brain volume estimation may drive inconsistent findings in autismFrontiers in Neuroscience, 10:439, September 2016. [link]
  2. C. C. Dougherty, D. W. Evans, G. J. Katuwal, A. M. Michael, Asymmetry of fusiform structure in autism spectrum disorder: Trajectory and association with symptom severity, Molecular Autism, 7(1):1, May 2016 [link]
  3. G. J. Katuwal, S. Baum, N. D. Cahill, A. M. Michael, Divide and Conquer: Sub-Grouping of ASD Improves ASD Detection, PLoS ONE, 11(4):e0153331, April 2016 [link]

Peer-reviewed Conference Proceedings 

  1. G. J. Katuwal, R. Chen, Machine Learning Model Interpretability for Precision Medicine, IEEE EMBS, Orlando, August 2016 [link]
  2. G. J. Katuwal, N. D. Cahill, S. Baum, A. M. Michael, The Predictive Power of Structural MRI in Autism Diagnosis, IEEE EMBS, Italy, August 2015 [link]
  3. G. J. Katuwal, J. P. Kerekes, R. Ramchandran, C. Sisson and N. Rao, Automatic Fundus Image Field Detection and Quality Assessment, IEEE WNYIPW, Rochester, NY, November 2013

Patents

  1. G.J. Katuwal, J.P. Kerekes, R. Ramchandran, C. Sisson, Automatic Fundus Image Field Detection and Quality Assessment, U.S. Patent Application 14/511936, Issued April 2015

Abstracts/Presentations/Talks

  1. G. J. Katuwal, S. Baum, Zernike moments as shape descriptors of subcortical structures for autism classification, OHBM, Geneva, June 2016 [link]
  2. G. J. Katuwal, N. D. Cahill, Chase. C. Doughetry, S. Baum, G. J. Moore, Eli Evans, A.M. Michael, Inter-Method Inconsistencies of Brain Volume Estimation and Inter-site Variability in Autism , OHBM, HI, June 2015
  3. A. M. Michael, G. J. Katuwal, N. D. Cahill, S. Baum, G. J. Moore, Challenges of Finding Brain Biomarkers: A Comprehensive Investigation through a Large Autism Dataset, IEEE EMBS Brain Grand Challenge, Washington DC, November 2014
  4. G. J. Katuwal, N. D. Cahill, S. Baum, A. M. Michael, Eigen Brains of Structural MRI: Application to Autism Spectrum Disorder (ASD), Upstate New York Collaborations in Neuroscience Research Scientific Session, May 2014
  5. G. J. Katuwal, N. D. Cahill, S. Baum, A. Michael, Eigen Brains: PCA of Structural MRI Brain Images, Geisinger Health System-Faculty Research Open House, Jan 2014
  6. G. J. Katuwal, J.P. Kerekes, R. Ramchandran, C. Sisson and N. Rao, Automatic Fundus Image Field Detection and Quality Assessment, 2013 IEEE Western New York Image Processing Workshop, November 2013
  7. G. J. Katuwal, J.P. Kerekes, R. Ramchandran, C. Sisson and N. Rao, Automatic Fundus Quality Assessment, RIT Graduate Research Symposium, July 2013