Aristeidis Sotiras
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Advancing the cancer genome atlas glioma MRI collections with expert segmentation labels and radiomic features
S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, JS Kirby, JB Freymann, ...
Scientific data 4 (1), 1-13, 2017
Deformable Medical Image Registration: A Survey
A Sotiras, C Davatzikos, N Paragios
Medical Imaging, IEEE Transactions on 32 (7), 1153-1190, 2013
Segmentation labels and radiomic features for the pre-operative scans of the TCGA-GBM collection
S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, J Kirby, J Freymann, ...
The Cancer Imaging Archive 286, 2017
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting
Y Ou, A Sotiras, N Paragios, C Davatzikos
Medical Image Analysis 15 (4), 622-639, 2011
Deformable Medical Image Registration: Setting the State of the Art with Discrete Methods*
B Glocker, A Sotiras, N Komodakis, N Paragios
Annual Review of Biomedical Engineering 13, 219-244, 2011
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
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, 2018
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
HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework
E Varol, A Sotiras, C Davatzikos, ...
NeuroImage 145, 346-364, 2017
Patterns of coordinated cortical remodeling during adolescence and their associations with functional specialization and evolutionary expansion
A Sotiras, JB Toledo, RE Gur, RC Gur, TD Satterthwaite, C Davatzikos
Proceedings of the National Academy of Sciences 114 (13), 3527-3532, 2017
Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization
A Sotiras, SM Resnick, C Davatzikos
NeuroImage 108, 1-16, 2015
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
Evaluation of Non-negative matrix Factorization of grey matter in age prediction
D Varikuti, S Genon, A Sotiras, H Schwender, F Hoffstaedter, C Jockwitz, ...
NeuroImage, 2018
GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation
S Bakas, K Zeng, A Sotiras, S Rathore, H Akbari, B Gaonkar, M Rozycki, ...
International Workshop on Brainlesion: Glioma, Multiple Sclerosis, Stroke …, 2015
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
Evidence for dissociable linkage of dimensions of psychopathology to brain structure in youths
AN Kaczkurkin, SS Park, A Sotiras, TM Moore, ME Calkins, M Cieslak, ...
American Journal of Psychiatry 176 (12), 1000-1009, 2019
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease
GI Allen, N Amoroso, C Anghel, V Balagurusamy, CJ Bare, D Beaton, ...
Alzheimer's & Dementia 12 (6), 645-653, 2016
Neurobiological divergence of the positive and negative schizophrenia subtypes identified upon a new factor-structure of psychopathology using non-negative factorization: An …
J Chen, KR Patil, S Weis, K Sim, T Nickl-Jockschat, J Zhou, A Aleman, ...
Biological Psychiatry, 2019
Diminished cortical thickness is associated with impulsive choice in adolescence
M Pehlivanova, DH Wolf, A Sotiras, AN Kaczkurkin, TM Moore, R Ciric, ...
Journal of neuroscience 38 (10), 2471-2481, 2018
Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging
M Ouyang, T Jeon, A Sotiras, Q Peng, V Mishra, C Halovanic, M Chen, ...
Proceedings of the National Academy of Sciences 116 (10), 4681-4688, 2019
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