John Colby, MD, PhD

Resident

Education

MD, 2014 - Medicine, UCLA
PhD, 2012 - Biomedical Engineering, UCLA
MS, 2011 - Biomedical Engineering, UCLA
BS, 2005 - Bioengineering, UC San Diego

Publications

Colby JB. Radiomics Approach Fails to Outperform Null Classifier on Test Data. AJNR Am J Neuroradiol. 2017 Aug 31.
Rudie JD, Colby JB, Salamon N. Machine learning classification of mesial temporal sclerosis in epilepsy patients. Epilepsy Res. 2015 Nov; 117:63-9.
Roussotte FF, Gutman BA, Madsen SK, Colby JB, Thompson PM. Combined effects of Alzheimer risk variants in the CLU and ApoE genes on ventricular expansion patterns in the elderly. J Neurosci. 2014 May 07; 34(19):6537-45.
Roussotte FF, Gutman BA, Madsen SK, Colby JB, Narr KL, Thompson PM. Apolipoprotein E epsilon 4 allele is associated with ventricular expansion rate and surface morphology in dementia and normal aging. Neurobiol Aging. 2014 Jun; 35(6):1309-17.
Herting MM, Colby JB, Sowell ER, Nagel BJ. White matter connectivity and aerobic fitness in male adolescents. Dev Cogn Neurosci. 2014 Jan; 7:65-75.
Lebel C, Warner T, Colby J, Soderberg L, Roussotte F, Behnke M, Davis Eyler F, Sowell ER. White matter microstructure abnormalities and executive function in adolescents with prenatal cocaine exposure. Psychiatry Res. 2013 Aug 30; 213(2):161-8.
Colby JB, O'Hare ED, Bramen JE, Sowell ER. Neural Circuit Development and Function in the Brain. Structural Brain Development: Birth Through Adolescence. 2013.
Colby JB, Smith L, O'Connor MJ, Bookheimer SY, Van Horn JD, Sowell ER. White matter microstructural alterations in children with prenatal methamphetamine/polydrug exposure. Psychiatry Res. 2012 Nov 30; 204(2-3):140-8.
Colby JB, Rudie JD, Brown JA, Douglas PK, Cohen MS, Shehzad Z. Insights into multimodal imaging classification of ADHD. Front Syst Neurosci. 2012; 6:59.
Colby JB, Soderberg L, Lebel C, Dinov ID, Thompson PM, Sowell ER. Along-tract statistics allow for enhanced tractography analysis. Neuroimage. 2012 Feb 15; 59(4):3227-42.
Colby JB, Van Horn JD, Sowell ER. Quantitative in vivo evidence for broad regional gradients in the timing of white matter maturation during adolescence. Neuroimage. 2011 Jan 01; 54(1):25-31.