YETI: discovering hidden phYsics bEhind Transport dynamIcs

Please refer to the newest version at https://github.com/uncbiag/D2-SONATA.

This repository contains the code, simulated dataset, and experiments for our papers:

Discovering Hidden Physics Behind Transport Dynamics - CVPR 2021 (Oral Presentation)

Perfusion Imaging: A Data Assimilation Approach - IEEE TMI (In Revision)

PIANO: Perfusion Imaging via Advection-Diffusion - MICCAI 2020 (Early Accept)

Cite this work

@misc{liu2020yeti,
  title={Discovering Hidden Physics Behind Transport Dynamics}, 
  author={Peirong Liu and Lin Tian and Yubo Zhang and Yueh Z. Lee and Stephen R. Aylward and Marc Niethammer},
  year={2020},
  eprint={2011.12222},
  archivePrefix={arXiv},
  primaryClass={eess.IV}
}

@misc{liu2020perfusion,
  title={Perfusion Imaging: A Data Assimilation Approach}, 
  author={Peirong Liu and Yueh Z. Lee and Stephen R. Aylward and Marc Niethammer},
  year={2020},
  eprint={2009.02796},
  archivePrefix={arXiv},
  primaryClass={eess.IV}
}

@InProceedings{liu2020piano,
title="{PIANO}: Perfusion Imaging via Advection-Diffusion",
author={Peirong Liu and Yueh Z. Lee and Stephen R. Aylward and Marc Niethammer}, 
booktitle={Medical Image Computing and Computer Assisted Intervention (MICCAI)},
year={2020},
pages={688--698},
isbn={978-3-030-59728-3}
}