| Association of hearing impairment with brain volume changes in older adults FR Lin, L Ferrucci, Y An, JO Goh, J Doshi, EJ Metter, C Davatzikos, ... Neuroimage 90, 84-92, 2014 | 657 | 2014 |
| Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan R Pomponio, G Erus, M Habes, J Doshi, D Srinivasan, E Mamourian, ... NeuroImage 208, 116450, 2020 | 566 | 2020 |
| White matter hyperintensities and imaging patterns of brain ageing in the general population M Habes, G Erus, JB Toledo, T Zhang, N Bryan, LJ Launer, Y Rosseel, ... Brain 139 (4), 1164-1179, 2016 | 505 | 2016 |
| Association of intensive vs standard blood pressure control with cerebral white matter lesions IM Nasrallah, NM Pajewski, AP Auchus, G Chelune, AK Cheung, ... Jama 322 (6), 524-534, 2019 | 432 | 2019 |
| MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide VM Bashyam, G Erus, J Doshi, M Habes, IM Nasrallah, M Truelove-Hill, ... Brain 143 (7), 2312-2324, 2020 | 399 | 2020 |
| MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection J Doshi, G Erus, Y Ou, SM Resnick, RC Gur, RE Gur, TD Satterthwaite, ... Neuroimage 127, 186-195, 2016 | 342 | 2016 |
| Multi-atlas skull-stripping J Doshi, G Erus, Y Ou, B Gaonkar, C Davatzikos Academic radiology 20 (12), 1566-1576, 2013 | 326 | 2013 |
| Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning GB Chand, DB Dwyer, G Erus, A Sotiras, E Varol, D Srinivasan, J Doshi, ... Brain 143 (3), 1027-1038, 2020 | 300 | 2020 |
| Right ventricle segmentation from cardiac MRI: a collation study C Petitjean, MA Zuluaga, W Bai, JN Dacher, D Grosgeorge, J Caudron, ... Medical image analysis 19 (1), 187-202, 2015 | 289 | 2015 |
| Neurodegeneration across stages of cognitive decline in Parkinson disease D Weintraub, J Doshi, D Koka, C Davatzikos, AD Siderowf, JE Duda, ... Archives of neurology 68 (12), 1562-1568, 2011 | 281 | 2011 |
| Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome C Davatzikos, S Rathore, S Bakas, S Pati, M Bergman, R Kalarot, ... Journal of medical imaging 5 (1), 011018-011018, 2018 | 258 | 2018 |
| Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease D Weintraub, N Dietz, JE Duda, DA Wolk, J Doshi, SX Xie, C Davatzikos, ... Brain 135 (1), 170-180, 2012 | 231 | 2012 |
| Heterogeneity of neuroanatomical patterns in prodromal Alzheimer’s disease: links to cognition, progression and biomarkers A Dong, JB Toledo, N Honnorat, J Doshi, E Varol, A Sotiras, D Wolk, ... Brain 140 (3), 735-747, 2017 | 219 | 2017 |
| The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics S Bakas, C Sako, H Akbari, M Bilello, A Sotiras, G Shukla, JD Rudie, ... Scientific data 9 (1), 453, 2022 | 207 | 2022 |
| The Brain Chart of Aging: machine‐learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 … M Habes, R Pomponio, H Shou, J Doshi, E Mamourian, G Erus, ... Alzheimer's & Dementia 17 (1), 89-102, 2021 | 172 | 2021 |
| Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning S Rathore, H Akbari, J Doshi, G Shukla, M Rozycki, M Bilello, R Lustig, ... Journal of medical imaging 5 (2), 021219-021219, 2018 | 165 | 2018 |
| Multisite machine learning analysis provides a robust structural imaging signature of schizophrenia detectable across diverse patient populations and within individuals M Rozycki, TD Satterthwaite, N Koutsouleris, G Erus, J Doshi, DH Wolf, ... Schizophrenia bulletin 44 (5), 1035-1044, 2018 | 163 | 2018 |
| White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy M Habes, A Sotiras, G Erus, JB Toledo, D Janowitz, DA Wolk, H Shou, ... Neurology 91 (10), e964-e975, 2018 | 162 | 2018 |
| Advanced brain aging: relationship with epidemiologic and genetic risk factors, and overlap with Alzheimer disease atrophy patterns M Habes, D Janowitz, G Erus, JB Toledo, SM Resnick, J Doshi, ... Translational psychiatry 6 (4), e775-e775, 2016 | 162 | 2016 |
| Volumetric analysis from a harmonized multisite brain MRI study of a single subject with multiple sclerosis RT Shinohara, J Oh, G Nair, PA Calabresi, C Davatzikos, J Doshi, ... American Journal of Neuroradiology 38 (8), 1501-1509, 2017 | 154 | 2017 |
Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Prof. Radiology/ESE/DBEI/CISVerified email at pennmedicine.upenn.edu
