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

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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.

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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

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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

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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

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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

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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

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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

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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

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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