Roza G. Bayrak

Following the research path that excites me.

prof_pic.jpg

Room B-4018 Sony Building

1400 18th Ave S

Nashville, TN 37212

I am a Senior Research Engineer and Research Assistant Professor in Electrical and Computer Engineering at the Vanderbilt University. My research focuses on large-scale neuroimaging data analysis. During my PhD, I developed individual specific computational approaches to improve precision in brain mapping.

I have expertise and publication track record in:

  • multivariate time series modeling and analysis for brain-body research,
  • interactive data visualization and analysis,
  • graph-based advanced machine learning, and
  • diffusion tractography.

I was advised by and presently collaborate with Prof. Catie Chang.

As founder and general chair of BrainHack Vanderbilt, I drive the organization’s strategic vision while championing open science principles. My commitment to collaborative research extends through leadership roles in key neuroscience initiatives, including the Organization for Human Brain Mapping’s Open Science Special Interest Group, PhysioPy, and BrainHack School. My work is deeply influenced by and incorporates best practices in reproducible research and open science.

news

Oct 12, 2024 Thrilled to share a career milestone - I just submitted my first NIH grant as Principal Investigator! A major step in my research journey.
Jun 25, 2024 Presenting 3 abstracts at the OHBM Annual Meeting!
Jun 21, 2024 #milestone: Submitted my first co-I Brain Initiative RFA! :sparkles: :relaxed:

selected publications

  1. NeurIPS
    neurograph.jpg
    Neurograph: Benchmarks for graph machine learning in brain connectomics
    Anwar Said, Roza G Bayrak, Tyler Derr , and 4 more authors
    Advances in Neural Information Processing Systems, 2023