Penn Medicine Provider
Christos Davatzikos, PhD

About me

  • Wallace T. Miller, Sr. Professor
  • Professor of Radiology in Biostatistics and Epidemiology

My Locations

Qualifications and experience

My research

Rathore S, Habes M, Iftikhar MA, Shacklett A, Davatzikos C "A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages" , NeuroImage, 155: 2017,530-548


Sotiras A, Toledo JB, Gur RE, Gur RC, Satterthwaite TD, Davatzikos C "Patterns of coordinated cortical remodeling during adolescence and their associations with functional specialization and evolutionary expansion" , Proceedings of the National Academy of Sciences, 114(13): 2017,3527-3532


Akbari H, Macyszyn L, Da X, Bilello M, Wolf RL, Martinez-Lage M, Biros G, Alonso-Basanta M, OʼRourke DM, Davatzikos C "Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma" , Neurosurgery, 78(4): 2016,572-80


Davatzikos C "Computational neuroanatomy using brain deformations: From brain parcellation to multivariate pattern analysis and machine learning" , Med Image Anal, 33: 2016,149-154


Habes M, Janowitz D, Erus G, Toledo JB, Resnick SM, Doshi J, Van der Auwera S, Wittfeld K, Hegenscheid K, Hosten N, Biffar R, Homuth G, Völzke H, Grabe HJ, Hoffmann W, Davatzikos C "Advanced brain aging: relationship with epidemiologic and genetic risk factors, and overlap with Alzheimer disease atrophy patterns" , Translational Psychiatry, 6(4): 2016,e775


Macyszyn, L, Akbari, H, Pisapia, JM, Da, X, Attiah, M, Pigrish V, Bi Y, Pal S, Davuluri RV, Roccograndi L, Dahmane N, Martinez-Lage M, Biros G, Wolf RL, Bilello M, O'Rourke DM, Davatzikos, C "Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques" , Neuro Oncology, 18(3): 2016,417-25


Eavani H, Satterthwaite TD, Filipovych R, Gur RE, Gur RC, Davatzikos C "Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI" , NeuroImage, 105: 2015,286-99


Erus G, Battapady H, Satterthwaite TD, Hakonarson H, Gur RE, Davatzikos C, Gur RC "Imaging Patterns of Brain Development and their Relationship to Cognition" , Cereb Cortex, 25(6): 2015,1676-84


Williamson JD, Launer LJ, Bryan RN, Coker LH, Lazar RM, Gerstein HC, Murray AM, Sullivan MD, Horowitz KR, Ding J, Marcovina S, Lovato L, Lovato J, Margolis KL, Davatzikos C, Barzilay J, Ginsberg HN, Linz PE, Miller ME, Action to Control Cardiovascular Risk in Diabetes Memory in Diabetes Investigators "Cognitive function and brain structure in persons with type 2 diabetes mellitus after intensive lowering of blood pressure and lipid levels: a randomized clinical trial" , JAMA Intern. Med, 174(3): 2014


Gaonkar, Bilwaj, and Christos Davatzikos "Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification." , NeuroImage, 78: 2013,270-283