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Personal profile

Research interests

My work is at the intersection of medical image analysis, machine learning, and computational neuroscience. I focus on developing novel computational methods to extract information from imaging data and delineate patterns in large heterogeneous data sets, towards improving patient-specific diagnosis and advancing our understanding of brain structure and function in health and disease. Current applications include aging and Alzheimer's Disease, as well as development and neuropsychiatric disorders.

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Research Output

Approaches to Defining Common and Dissociable Neurobiological Deficits Associated With Psychopathology in Youth

Kaczkurkin, A. N., Moore, T. M., Sotiras, A., Xia, C. H., Shinohara, R. T. & Satterthwaite, T. D., Jan 1 2020, (Accepted/In press) In : Biological Psychiatry.

Research output: Contribution to journalReview article

  • 1 Scopus citations

    Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols

    Bakas, S., Shukla, G., Akbari, H., Erus, G., Sotiras, A., Rathore, S., Sako, C., Ha, S. M., Rozycki, M., Singh, A., Shinohara, R., Bilello, M. & Davatzikos, C., Jan 1 2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 113151S. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study

    Pharmacotherapy Monitoring and Outcome Survey (PHAMOUS) Investigators, Feb 1 2020, In : Biological Psychiatry. 87, 3, p. 282-293 12 p.

    Research output: Contribution to journalArticle

    Open Access
  • 3 Scopus citations

    Neurostructural Heterogeneity in Youths With Internalizing Symptoms

    Kaczkurkin, A. N., Sotiras, A., Baller, E. B., Barzilay, R., Calkins, M. E., Chand, G. B., Cui, Z., Erus, G., Fan, Y., Gur, R. E., Gur, R. C., Moore, T. M., Roalf, D. R., Rosen, A. F. G., Ruparel, K., Shinohara, R. T., Varol, E., Wolf, D. H., Davatzikos, C. & Satterthwaite, T. D., Mar 1 2020, In : Biological Psychiatry. 87, 5, p. 473-482 10 p.

    Research output: Contribution to journalArticle

  • 3 Scopus citations

    Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): Advanced radiomic features may compensate for lack of advanced MRI modalities

    Bakas, S., Bakas, S., Bakas, S., Shukla, G., Shukla, G., Akbari, H., Akbari, H., Erus, G., Erus, G., Sotiras, A., Sotiras, A., Sotiras, A., Sotiras, A., Rathore, S., Rathore, S., Sako, C., Sako, C., Min Ha, S., Min Ha, S., Rozycki, M. & 7 others, Rozycki, M., Shinohara, R. T., Shinohara, R. T., Bilello, M., Bilello, M., Davatzikos, C. & Davatzikos, C., May 1 2020, In : Journal of Medical Imaging. 7, 3, 031505.

    Research output: Contribution to journalArticle