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Items: 23

1.

White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy.

Habes M, Sotiras A, Erus G, Toledo JB, Janowitz D, Wolk DA, Shou H, Bryan NR, Doshi J, Völzke H, Schminke U, Hoffmann W, Resnick SM, Grabe HJ, Davatzikos C.

Neurology. 2018 Sep 4;91(10):e964-e975. doi: 10.1212/WNL.0000000000006116. Epub 2018 Aug 3.

PMID:
30076276
2.

Gestational Age is Dimensionally Associated with Structural Brain Network Abnormalities Across Development.

Nassar R, Kaczkurkin AN, Xia CH, Sotiras A, Pehlivanova M, Moore TM, Garcia de La Garza A, Roalf DR, Rosen AFG, Lorch SA, Ruparel K, Shinohara RT, Davatzikos C, Gur RC, Gur RE, Satterthwaite TD.

Cereb Cortex. 2018 Apr 21. doi: 10.1093/cercor/bhy091. [Epub ahead of print]

PMID:
29688290
3.

MIDAS: Regionally linear multivariate discriminative statistical mapping.

Varol E, Sotiras A, Davatzikos C.

Neuroimage. 2018 Jul 1;174:111-126. doi: 10.1016/j.neuroimage.2018.02.060. Epub 2018 Mar 7.

4.

Evaluation of non-negative matrix factorization of grey matter in age prediction.

Varikuti DP, Genon S, Sotiras A, Schwender H, Hoffstaedter F, Patil KR, Jockwitz C, Caspers S, Moebus S, Amunts K, Davatzikos C, Eickhoff SB.

Neuroimage. 2018 Jun;173:394-410. doi: 10.1016/j.neuroimage.2018.03.007. Epub 2018 Mar 6.

5.

Diminished Cortical Thickness is Associated with Impulsive Choice in Adolescence.

Pehlivanova M, Wolf DH, Sotiras A, Kaczkurkin A, Moore TM, Ciric R, Cook PA, de La Garza AG, Rosen A, Ruparel K, Sharma A, Shinohara RT, Roalf DR, Gur RC, Davatzikos C, Gur RE, Kable JW, Satterthwaite TD.

J Neurosci. 2018 Feb 12. pii: 2200-17. doi: 10.1523/JNEUROSCI.2200-17.2018. [Epub ahead of print]

6.

Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.

Davatzikos C, Rathore S, Bakas S, Pati S, Bergman M, Kalarot R, Sridharan P, Gastounioti A, Jahani N, Cohen E, Akbari H, Tunc B, Doshi J, Parker D, Hsieh M, Sotiras A, Li H, Ou Y, Doot RK, Bilello M, Fan Y, Shinohara RT, Yushkevich P, Verma R, Kontos D.

J Med Imaging (Bellingham). 2018 Jan;5(1):011018. doi: 10.1117/1.JMI.5.1.011018. Epub 2018 Jan 11.

PMID:
29340286
7.

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features.

Bakas S, Akbari H, Sotiras A, Bilello M, Rozycki M, Kirby JS, Freymann JB, Farahani K, Davatzikos C.

Sci Data. 2017 Sep 5;4:170117. doi: 10.1038/sdata.2017.117.

8.

Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework.

Zeng K, Bakas S, Sotiras A, Akbari H, Rozycki M, Rathore S, Pati S, Davatzikos C.

Brainlesion (2016). 2016 Oct;10154:184-194. doi: 10.1007/978-3-319-55524-9_18. Epub 2017 Apr 12.

9.

Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes.

Varol E, Sotiras A, Davatzikos C.

Med Image Comput Comput Assist Interv. 2016 Oct;9900:300-307. doi: 10.1007/978-3-319-46720-7_35. Epub 2016 Oct 2.

10.

Patterns of coordinated cortical remodeling during adolescence and their associations with functional specialization and evolutionary expansion.

Sotiras A, Toledo JB, Gur RE, Gur RC, Satterthwaite TD, Davatzikos C.

Proc Natl Acad Sci U S A. 2017 Mar 28;114(13):3527-3532. doi: 10.1073/pnas.1620928114. Epub 2017 Mar 13.

11.

Heterogeneity of neuroanatomical patterns in prodromal Alzheimer's disease: links to cognition, progression and biomarkers.

Dong A, Toledo JB, Honnorat N, Doshi J, Varol E, Sotiras A, Wolk D, Trojanowski JQ, Davatzikos C; Alzheimer’s Disease Neuroimaging Initiative.

Brain. 2017 Mar 1;140(3):735-747. doi: 10.1093/brain/aww319.

12.

Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease.

Allen GI, Amoroso N, Anghel C, Balagurusamy V, Bare CJ, Beaton D, Bellotti R, Bennett DA, Boehme KL, Boutros PC, Caberlotto L, Caloian C, Campbell F, Chaibub Neto E, Chang YC, Chen B, Chen CY, Chien TY, Clark T, Das S, Davatzikos C, Deng J, Dillenberger D, Dobson RJ, Dong Q, Doshi J, Duma D, Errico R, Erus G, Everett E, Fardo DW, Friend SH, Fröhlich H, Gan J, St George-Hyslop P, Ghosh SS, Glaab E, Green RC, Guan Y, Hong MY, Huang C, Hwang J, Ibrahim J, Inglese P, Iyappan A, Jiang Q, Katsumata Y, Kauwe JS, Klein A, Kong D, Krause R, Lalonde E, Lauria M, Lee E, Lin X, Liu Z, Livingstone J, Logsdon BA, Lovestone S, Ma TW, Malhotra A, Mangravite LM, Maxwell TJ, Merrill E, Nagorski J, Namasivayam A, Narayan M, Naz M, Newhouse SJ, Norman TC, Nurtdinov RN, Oyang YJ, Pawitan Y, Peng S, Peters MA, Piccolo SR, Praveen P, Priami C, Sabelnykova VY, Senger P, Shen X, Simmons A, Sotiras A, Stolovitzky G, Tangaro S, Tateo A, Tung YA, Tustison NJ, Varol E, Vradenburg G, Weiner MW, Xiao G, Xie L, Xie Y, Xu J, Yang H, Zhan X, Zhou Y, Zhu F, Zhu H, Zhu S; Alzheimer's Disease Neuroimaging Initiative.

Alzheimers Dement. 2016 Jun;12(6):645-53. doi: 10.1016/j.jalz.2016.02.006. Epub 2016 Apr 11.

13.

Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition.

Zeng K, Erus G, Sotiras A, Shinohara RT, Davatzikos C.

IEEE Trans Med Imaging. 2016 Aug;35(8):1937-51. doi: 10.1109/TMI.2016.2538998. Epub 2016 Mar 7.

14.

HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework.

Varol E, Sotiras A, Davatzikos C; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2017 Jan 15;145(Pt B):346-364. doi: 10.1016/j.neuroimage.2016.02.041. Epub 2016 Feb 23.

15.

GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation.

Bakas S, Zeng K, Sotiras A, Rathore S, Akbari H, Gaonkar B, Rozycki M, Pati S, Davatzikos C.

Brainlesion (2015). 2016;9556:144-155. doi: 10.1007/978-3-319-30858-6_1.

16.

Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier.

Varol E, Sotiras A, Davatzikos C.

Med Image Comput Comput Assist Interv. 2015 Oct;9349:702-709. doi: 10.1007/978-3-319-24553-9_86. Epub 2015 Nov 18.

17.

Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization.

Sotiras A, Resnick SM, Davatzikos C.

Neuroimage. 2015 Mar;108:1-16. doi: 10.1016/j.neuroimage.2014.11.045. Epub 2014 Dec 12.

18.

Deformable medical image registration: a survey.

Sotiras A, Davatzikos C, Paragios N.

IEEE Trans Med Imaging. 2013 Jul;32(7):1153-90. doi: 10.1109/TMI.2013.2265603. Epub 2013 May 31. Review.

19.

Deriving statistical significance maps for support vector regression using medical imaging data.

Gaonkar B, Sotiras A, Davatzikos C.

Int Workshop Pattern Recognit Neuroimaging. 2013;2013:13-16.

20.

Deformable medical image registration: setting the state of the art with discrete methods.

Glocker B, Sotiras A, Komodakis N, Paragios N.

Annu Rev Biomed Eng. 2011 Aug 15;13:219-44. doi: 10.1146/annurev-bioeng-071910-124649. Review.

PMID:
21568711
21.

Simultaneous geometric--iconic registration.

Sotiras A, Ou Y, Glocker B, Davatzikos C, Paragios N.

Med Image Comput Comput Assist Interv. 2010;13(Pt 2):676-83.

PMID:
20879374
22.

DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting.

Ou Y, Sotiras A, Paragios N, Davatzikos C.

Med Image Anal. 2011 Aug;15(4):622-39. doi: 10.1016/j.media.2010.07.002. Epub 2010 Jul 17.

23.

Graphical models and deformable diffeomorphic population registration using global and local metrics.

Sotiras A, Komodakis N, Glocker B, Deux JF, Paragios N.

Med Image Comput Comput Assist Interv. 2009;12(Pt 1):672-9.

PMID:
20426046

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