Deep learning enables accurate soft tissue deformation estimation in vivo

Reece D. Huff1, Frederick Houghton1, Conner C. Earl2, Elnaz Ghajar-Rahimi2, Ishan Dogra1, Andrew J. Darling2, Frederick W. Damen2, Gouyang Zhou2, Denny Yu2, Craig J. Goergen2, Carisa Harris-Adamson1, & Grace D. O’Connell1

1UC Berkeley & 2Purdue University

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StrainNet

Tutorial

WARNING: This tutorial may be outdated. Please visit the StrainNet GitHub repo for the most up-to-date documentation here.

README.md

Citation

@article{huff2023strainnet,
title = {Deep learning enables accurate soft tissue deformation estimation in vivo},
author = {Huff, Reece D and Houghton, Frederick and Earl, Conner C and Ghajar-Rahimi, Elnaz and Dogra, Ishan and Darling, Andrew J and Damen, Frederick W. and Zhou, Gouyang and Yu, Denny and Goergen, Craig J and Harris-Adamson, Carisa and O'Connell, Grace D}
journal={TBD},
volume={TBD},
number={TBD},
pages={TBD},
year={2023}
}


Acknowledgements

This study was supported by the National Institutes of Health (NIH R21 AR075127-02), the National Science Foundation (NSF GRFP), and the National Institute for Occupational Safety and Health (NIOSH) / Centers for Disease Control and Prevention (CDC) (Training Grant T42OH008429).