Kalina P. Slavkova, PhD

Physicist | Exploring the Intersection of AI, Physics, & Imaging

Publications


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

Magnetic Resonance in Medicine, vol. 89(4), 2023, pp. 1617-1633


Mathematical modelling of the dynamics of image-informed tumor habitats in a murine model of glioma


Kalina P. Slavkova, Sahil H. Patel, Zachary Cacini, Anum S. Kazerouni, Andrea L. Gardner, Thomas E. Yankeelov, David A. Hormuth II

Scientific Reports, vol. 13, 2023, p. 2916


Combining radiomic features with background parenchymal enhancement from DCE-MRI data for predicting treatment response in breast cancer


Kalina P. Slavkova, Eric A Cohen, Rhea Chitalia, Snekha Thakran, Walter C Mankowski, Alex Nguyen, Hannah Horng, Elizabeth S McDonald, Michael D Feldman, Angela DeMichele, Despina Kontos

International Society for Magnetic Resonance in Medicine, 2023


Integrating mechanism-based modeling with biomedical imaging to build practical digital twins for clinical oncology.


Chengyue Wu, Guillermo Lorenzo, II David A. Hormuth, Ernesto A. B. F. Lima, Kalina P. Slavkova, Julie C. DiCarlo, John Virostko, Caleb M. Phillips, Debra Patt, Caroline Chung, Thomas E. Yankeelov

Biophysics Reviews, vol. 3, 2022, p. 021304


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, vol. 89(3), 2022 Feb, pp. 1134-1150


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(1), 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


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

Share



Follow this website


You need to create an Owlstown account to follow this website.


Sign up

Already an Owlstown member?

Log in