Aris Sotiras

2019

APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points

Toledo, J. B., Habes, M., Sotiras, A., Bjerke, M., Fan, Y., Weiner, M. W., Shaw, L. M., Davatzikos, C. & Trojanowski, J. Q., 2019, In: Journal of Alzheimer's Disease. 69, 3, p. 783-793 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

23 Scopus citations

Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging

Ouyang, M., Jeon, T., Sotiras, A., Peng, Q., Mishra, V., Halovanic, C., Chen, M., Chalak, L., Rollins, N., Roberts, T. P. L., Davatzikos, C. & Huang, H., 2019, In: Proceedings of the National Academy of Sciences of the United States of America. 116, 10, p. 4681-4688 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

65 Scopus citations

Evidence for dissociable linkage of dimensions of psychopathology to brain structure in youths

Kaczkurkin, A. N., Park, S. S., Sotiras, A., Moore, T. M., Calkins, M. E., Cieslak, M., Rosen, A. F. G., Ciric, R., Xia, C. H., Cui, Z., Sharma, A., Wolf, D. H., Ruparel, K., Pine, D. S., Shinohara, R. T., Roalf, D. R., Gur, R. C., Davatzikos, C., Gur, R. E. & Satterthwaite, T. D., 2019, In: American Journal of Psychiatry. 176, 12, p. 1000-1009 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

72 Scopus citations

Gestational age is dimensionally associated with structural brain network abnormalities across development

Nassar, R., Kaczkurkin, A. N., Xia, C. H., Sotiras, A., Pehlivanova, M., Moore, T. M., Garcia De La Garza, A., Roalf, D. R., Rosen, A. F. G., Lorch, S. A., Ruparel, K., Shinohara, R. T., Davatzikos, C., Gur, R. C., Gur, R. E. & Satterthwaite, T. D., May 2019, In: Cerebral Cortex. 29, 5, p. 2102-2114 13 p., bhy091.

Research output: Contribution to journal › Article › peer-review

Open Access

22 Scopus citations

Precision diagnostics based on machine learning-derived imaging signatures

Davatzikos, C., Sotiras, A., Fan, Y., Habes, M., Erus, G., Rathore, S., Bakas, S., Chitalia, R., Gastounioti, A. & Kontos, D., Dec 2019, In: Magnetic Resonance Imaging. 64, p. 49-61 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

32 Scopus citations

2018

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, R. K. & Bilello, M. & 5 others, Fan, Y., Shinohara, R. T., Yushkevich, P., Verma, R. & Kontos, D., Jan 1 2018, In: Journal of Medical Imaging. 5, 1, 011018.

Research output: Contribution to journal › Article › peer-review

Open Access

146 Scopus citations

Diminished cortical thickness is associated with impulsive choice in adolescence

Pehlivanova, M., Wolf, D. H., Sotiras, A., Kaczkurkin, A. N., Moore, T. M., Ciric, R., Cook, P. A., de la Garza, A. G., Rosen, A. F. G., Ruparel, K., Sharma, A., Shinohara, R. T., Roalf, D. R., Gur, R. C., Davatzikos, C., Gur, R. E., Kable, J. W. & Satterthwaite, T. D., Mar 7 2018, In: Journal of Neuroscience. 38, 10, p. 2471-2481 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

48 Scopus citations

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

Varikuti, D. P., Genon, S., Sotiras, A., Schwender, H., Hoffstaedter, F., Patil, K. R., Jockwitz, C., Caspers, S., Moebus, S., Amunts, K., Davatzikos, C. & Eickhoff, S. B., Jun 2018, In: NeuroImage. 173, p. 394-410 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

69 Scopus citations

MIDAS: Regionally linear multivariate discriminative statistical mapping

Varol, E., Sotiras, A. & Davatzikos, C., Jul 1 2018, In: NeuroImage. 174, p. 111-126 16 p.

Research output: Contribution to journal › Article › peer-review

12 Scopus citations

White matter lesions spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy

Habes, M., Sotiras, A., Erus, G., Toledo, J. B., Janowitz, D., Wolk, D. A., Shou, H., Bryan, N. R., Doshi, J., Völzke, H., Schminke, U., Hoffmann, W., Resnick, S. M., Grabe, H. J. & Davatzikos, C., Sep 4 2018, In: Neurology. 91, 10, p. E964-E975

Research output: Contribution to journal › Article › peer-review

Open Access

102 Scopus citations

2017

A Discrete MRF Framework for Integrated Multi-Atlas Registration and Segmentation

Alchatzidis, S., Sotiras, A., Zacharaki, E. I. & Paragios, N., Jan 1 2017, In: International Journal of Computer Vision. 121, 1, p. 169-181 13 p.

Research output: Contribution to journal › Article › peer-review

16 Scopus citations

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, J. S., Freymann, J. B., Farahani, K. & Davatzikos, C., Sep 5 2017, In: Scientific data. 4, 170117.

Research output: Contribution to journal › Article › peer-review

Open Access

1957 Scopus citations

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

Dong, A., Toledo, J. B., Honnorat, N., Doshi, J., Varol, E., Sotiras, A., Wolk, D., Trojanowski, J. Q. & Davatzikos, C., Mar 1 2017, In: Brain. 140, 3, p. 735-747 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

136 Scopus citations

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

for the Alzheimer's Disease Neuroimaging Initiative, Jan 15 2017, In: NeuroImage. 145, p. 346-364 19 p.

Research output: Contribution to journal › Article › peer-review

125 Scopus citations

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

Sotiras, A., Toledo, J. B., Gur, R. E., Gur, R. C., Satterthwaite, T. D. & Davatzikos, C., Mar 28 2017, In: Proceedings of the National Academy of Sciences of the United States of America. 114, 13, p. 3527-3532 6 p.

Research output: Contribution to journal › Article › peer-review

Open Access

104 Scopus citations

2016

Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition

Zeng, K., Erus, G., Sotiras, A., Shinohara, R. T. & Davatzikos, C., Aug 2016, In: IEEE Transactions on Medical Imaging. 35, 8, p. 1937-1951 15 p., 7426805.

Research output: Contribution to journal › Article › peer-review

Open Access

11 Scopus citations

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

Allen, G. I., Amoroso, N., Anghel, C., Balagurusamy, V., Bare, C. J., Beaton, D., Bellotti, R., Bennett, D. A., Boehme, K. L., Boutros, P. C., Caberlotto, L., Caloian, C., Campbell, F., Chaibub Neto, E., Chang, Y. C., Chen, B., Chen, C. Y., Chien, T. Y., Clark, T. & Das, S. & 81 others, Davatzikos, C., Deng, J., Dillenberger, D., Dobson, R. J. B., Dong, Q., Doshi, J., Duma, D., Errico, R., Erus, G., Everett, E., Fardo, D. W., Friend, S. H., Fröhlich, H., Gan, J., St George-Hyslop, P., Ghosh, S. S., Glaab, E., Green, R. C., Guan, Y., Hong, M. Y., Huang, C., Hwang, J., Ibrahim, J., Inglese, P., Iyappan, A., Jiang, Q., Katsumata, Y., Kauwe, J. S. K., Klein, A., Kong, D., Krause, R., Lalonde, E., Lauria, M., Lee, E., Lin, X., Liu, Z., Livingstone, J., Logsdon, B. A., Lovestone, S., Ma, T. W., Malhotra, A., Mangravite, L. M., Maxwell, T. J., Merrill, E., Nagorski, J., Namasivayam, A., Narayan, M., Naz, M., Newhouse, S. J., Norman, T. C., Nurtdinov, R. N., Oyang, Y. J., Pawitan, Y., Peng, S., Peters, M. A., Piccolo, S. R., Praveen, P., Priami, C., Sabelnykova, V. Y., Senger, P., Shen, X., Simmons, A., Sotiras, A., Stolovitzky, G., Tangaro, S., Tateo, A., Tung, Y. A., Tustison, N. J., Varol, E., Vradenburg, G., Weiner, M. W., Xiao, G., Xie, L., Xie, Y., Xu, J., Yang, H., Zhan, X., Zhou, Y., Zhu, F., Zhu, H. & Zhu, S., Jun 1 2016, In: Alzheimer's and Dementia. 12, 6, p. 645-653 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

63 Scopus citations

2015

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

Sotiras, A., Resnick, S. M. & Davatzikos, C., Mar 1 2015, In: NeuroImage. 108, p. 1-16 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

100 Scopus citations

2013

Deformable medical image registration: A survey

Sotiras, A., Davatzikos, C. & Paragios, N., 2013, In: IEEE Transactions on Medical Imaging. 32, 7, p. 1153-1190 38 p., 6522524.

Research output: Contribution to journal › Article › peer-review

1185 Scopus citations

2011

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

Glocker, B., Sotiras, A., Komodakis, N. & Paragios, N., Aug 15 2011, In: Annual Review of Biomedical Engineering. 13, p. 219-244 26 p.

Research output: Contribution to journal › Article › peer-review

164 Scopus citations

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

Ou, Y., Sotiras, A., Paragios, N. & Davatzikos, C., Aug 2011, In: Medical Image Analysis. 15, 4, p. 622-639 18 p.

Research output: Contribution to journal › Article › peer-review

324 Scopus citations

Aris Sotiras

Research output

Search results