Kalina Polet Slavkova, Ph.D.


Physicist | Computational Oncology + Deep Learning for MRI | Exploring the Intersection of Physics, Biology, & AI

Publications


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An untrained deep learning method for reconstructing dynamic magnetic resonance images from accelerated model-based data


Kalina P. Slavkova, Julie C. DiCarlo, Viraj Wadhwa, Chengyue Wu, John Virostko, Sidharth Kumar, Thomas E. Yankeelov, Jonathan I. Tamir


arXiv Preprint


Analysis of Simplicial Complexes to Determine When to Sample for Quantitative DCE-MRI of the Breast.


Julie C. DiCarlo, Angela M. Jarrett, Anum S. Kazerouni, John Virostko, Anna G. Sorace, Kalina P. Slavkova, Deborah Patt, Boone Goodgame, Stephanie Woodard, Sarah Avery, Thomas E. Yankeelov


Magnetic Resonance in Medicine (In review), ISMRM Workshop on Perfusion MRI, 2022 Feb


Quantitative multiparametric MRI predicts response to neoadjuvant therapy in the community setting


John Virostko, Anna G. Sorace, Kalina P. Slavkova, Anum S. Kazerouni, Angela M. Jarrett, Julie C. DiCarlo, Stefanie Woodard, Sarah Avery, Boone Goodgame, Debra Patt, Thomas E. Yankeelov


Breast Cancer Research, vol. 23, 2021, p. 110


Characterizing errors in perfusion model parameters derived from retrospectively abbreviated quantitative DCE-MRI data


Kalina P Slavkova, Julie C DiCarlo, Anum K Syed, Chengyue Wu, John Virostko, Anna G Sorace, Thomas E Yankeelov


Cancer Research, vol. 81(4), 2021


Characterizing Errors in Pharmacokinetic Parameters from Analyzing Quantitative Abbreviated DCE-MRI Data in Breast Cancer


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


Implementing ConvDecoder with physics-based regularization to reconstruct under-sampled variable-flip angle MRI data of the breast


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, vol. 29, 2021


Implementing compressed sensing with deep image prior to reconstruct undersampled dynamic contrast-enhanced MRI data of the breast


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, vol. 28, 2020


Investigating the feasibility of performing quantitative DCE-MRI in an abbreviated breast examination


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, vol. 27, 2019


Modeling cell line-specific recruitment of signaling proteins to the insulin-like growth factor 1 receptor


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

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