I am a third-year PhD candidate at the National Institute of Mental Health (NIMH), NIH, USA. At the NIH, I am co-supervised by Dr Daniel Pine at the Section on Development and Affective Neuroscience (SDAN) and Dr Bruno Averbeck at the Laboratory of Neuropsychology, and mentored by Dr Dylan Nielson at the NIMH Machine Learning Team. I am also mentored by Prof Argyris Stringaris at the UCL. My host academic institution is the University of Lisbon in Portugal, where I am a member of Dr Diana Prata's lab.
My big research interest is affective neuroscience. Specifically, I work with children's multimodal data to validate depression measurements and gather insights in topics such as informant discrepancy (parent-child disagreement on whether the child is depressed) (preprint). My research also covers methodology of fMRI, particularly multi-echo fMRI. I am also interested in neuropsychoendocrinology, specifically in the role of oxytocin in various psychiatric disorders and the effect of dopamine and serotonin in affective disorders. I work with large datasets and apply a variety of computational tools to analyze them.
Before joining NIMH, I spent a few years doing social neuroscience research
at Diana Prata's Lab. In particular, I looked at the effect of oxytocin on human
resting-state EEG (2022 paper in Cerebral Cortex).
I live with bipolar disorder type 1, and I am an active participant of the NIH's DEIA activities.
Outside of research, I enjoy spending time in nature (hiking, backpacking, camping) and board games. I am also a theatre lover and a travel enthusiast.
2020: PhD Fellowship at NIMH, NIH, USAUndergraduate
2012: Honorary Scholarship of the Russian Government, Ministry of Education of Russia, Russia
2010: ITMO University scholarship for excellent academic performance, ITMO, Russia
[preprint] Zelenina, M., Pine, D., Stringaris, A., & Nielson, D. M. (2023, January 18). Validation of CBCL depression scores of adolescents in three independent datasets. https://doi.org/10.31234/osf.io/z956k https://psyarxiv.com/z956k/MSc Neurobiology
Zelenina, M.*, Kosilo, M.*, da Cruz, J., Antunes, M., Figueiredo, P., Mehta, M. A., & Prata, D. (2022). Temporal Dynamics of Intranasal Oxytocin in Human Brain Electrophysiology. Cerebral Cortex. https://doi.org/10.1093/cercor/bhab404 https://academic.oup.com/cercor/article/32/14/3110/6494709 *Equal contribution.MSc Artificial Intelligence
Bojar, O., Dechterenko, F., & Zelenina, M. (2016). A pilot eye-tracking study of WMT-style ranking evaluation. Translation Evaluation: From Fragmented Tools and Data Sets to an Integrated Ecosystem, 20-26.Undergraduate
Mouromtsev, D., Kozlov, F., Parkhimovich, O., & Zelenina, M. (2013). Development of an ontology-based e-learning system. In International Conference on Knowledge Engineering and the Semantic Web (pp. 273-280). Springer, Berlin, Heidelberg.