Welcome to my personal website!
My research involves the implementation of deep learning techniques to accelerate the acquisition of dynamic images from magnetic resonance imaging (MRI) with a high spatio-temporal resolution for quantitative imaging.
Additionally, I analyze dynamic contrast-enhanced (DCE) MRI data from breast imaging using perfusion models to extract quantitative tissue information that may inform screening and mathematical modeling efforts.
I am formally advised by Thomas Yankeelov, Ph.D. in the Center for Computational Oncology and informally advised by Jonathan Tamir, Ph.D. in the Department of Electrical and Computer Engineering at UT Austin.
Please feel free to explore my research and other information across this website! I am more than happy to answer questions and have discussions.
Publications
Kalina P. Slavkova, Julie C. DiCarlo, Anum S. Kazerouni, John Virostko, Anna G. Sorace, Debra Patt, Boone Goodgame, Thomas E. Yankeelov
Tomography, vol. 7(3), 2021, pp. 253-267
Kalina P. Slavkova, Julie C. DiCarlo, Viraj Wadhwa, Jingfei Ma, Gaiane M. Rauch, Zijian Zhou, Thomas E. Yankeelov, Jonathan I. Tamir
Proc. Intl. Soc. Mag. Reson. Med., Abstract 1448, 2021
Kalina P. Slavkova, Julie C. DiCarlo, David M. Van Veen, Anum K. Syed, Ajil Jalal, John Virostko, Anna G. Sorace, Alexandros G. Dimakis, Thomas E. Yankeelov
Proc. Intl. Soc. Mag. Reson. Med., Abstract 2317, 2020
Kalina P. Slavkova, Julie C. DiCarlo, Anum K. Syed, John Virostko, Anna G. Sorace, Thomas E. Yankeelov
Proc. Intl. Soc. Mag. Reson. Med., Abstract 4103, 2019
Keesha E. Erickson, Oleksii S. Rukhlenko, Md Shahinuzzaman, Kalina P. Slavkova, Yen Ting Lin, Ryan Suderman, Edward C. Stites, Marian Anghel, Richard G. Posner, Dipak Barua, Boris N. Kholodenko, William S. Hlavacek
PLoS Computational Biology, vol. 15(1), 2019, pp. e1006706
Contact
Kalina Polet Slavkova
PhD Candidate in Physics
kslav@utexas.edu
(512) 471-1153
The University of Texas at Austin
2515 Speedway
C1600
Austin, TX 78712-1192