Christopher E. Gillies

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 4

Top Topics

High Dimensionality

Gene Expression

Top Venues

J. Biomed. Informatics

Int. J. Knowl. Discov. Bioinform.

Publications

Christopher E. Gillies, Daniel F. Taylor, Brandon C. Cummings, Sardar Ansari, Fadi Islim, Steven L. Kronick, Richard P. Medlin Jr., Kevin R. Ward
Demonstrating the consequences of learning missingness patterns in early warning systems for preventative health care: A novel simulation and solution. J. Biomed. Informatics 110 (2020)
Sardar Ansari, Christopher E. Gillies, Brandon C. Cummings, Jonathan Motyka, Guan Wang, Kevin R. Ward, Hamid Ghanbari
Classification of 12-Lead Electrocardiograms Using Residual Neural Networks and Transfer Learning. CinC (2020)
Christopher E. Gillies, Edgar A. Otto, Virginia Vega-Warner, Catherine C. Robertson, Simone Sanna-Cherchi, Ali Gharavi, Brendan Crawford, Rajendra Bhimma, Cheryl A. Winkler, Hyun Min Kang, Matthew G. Sampson
tarSVM: Improving the accuracy of variant calls derived from microfluidic PCR-based targeted next generation sequencing using a support vector machine. BMC Bioinform. 17 (2016)
Christopher E. Gillies, Catherine C. Robertson, Matthew G. Sampson, Hyun Min Kang
GeneVetter: a web tool for quantitative monogenic assessment of rare diseases. Bioinform. 31 (22) (2015)
Christopher E. Gillies, Mohammad-Reza Siadat, Nilesh V. Patel, George D. Wilson
A simulation to analyze feature selection methods utilizing gene ontology for gene expression classification. J. Biomed. Informatics 46 (6) (2013)
Christopher E. Gillies, Xiaoli Gao, Nilesh V. Patel, Mohammad-Reza Siadat, George D. Wilson
Improved Feature Selection by Incorporating Gene Similarity Into the LASSO. ICDM Workshops (2012)
Christopher E. Gillies, Xiaoli Gao, Nilesh V. Patel, Mohammad-Reza Siadat, George D. Wilson
Improved Feature Selection by Incorporating Gene Similarity into the LASSO. Int. J. Knowl. Discov. Bioinform. 3 (1) (2012)
Christopher E. Gillies, Nilesh V. Patel, Jan Akervall, George D. Wilson
Gene expression classification using binary rule majority voting genetic programming classifier. Int. J. Adv. Intell. Paradigms 4 (3/4) (2012)
Christopher E. Gillies, Mohammad-Reza Siadat, Nilesh V. Patel, George D. Wilson
Gene Ontology based Simulation for Feature Selection. KDIR (2011)
Christopher E. Gillies, Nilesh V. Patel, Gautam B. Singh, Serge G. Kruk, Eddie Cheng, George D. Wilson
Minimum Steiner Tree for Automatic SQL Query Generation Applied on a Medical Record Database. SERVICES (2011)