shruti-jadon/Traumatic-Brain-Lesions-Segmentation

This project is done in collaboration with Rhode Island Hospital, Department of Diagnostic Imaging.

A Comparative Study of 2D Image Segmentation Algorithms for Traumatic Brain Lesions Using CT Data from the ProTECTIII Multicenter Clinical Trial

This project is done in collaboration with

1. Diagnostic Imaging,Neurosurgery, Emergency Medicine, Providence RI.
2. Emory University School of Medicine, Department of Emergency Medicine, Atlanta GA.
3. University of Florida School of Medicine, Department of Emergency Medicine, Gainesville FL.
4. Brown University Department of Engineering, Providence RI.

To Run this model:

Python main.py

Paper Link

https://www.spiedigitallibrary.org/conference-proceedings-of-spie/11318/113180Q/A-comparative-study-of-2D-image-segmentation-algorithms-for-traumatic/10.1117/12.2566332.short

Citation

If you find our code useful, please consider citing our work using the bibtex:

@inproceedings{jadon2020comparative,
  title={A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial},
  author={Jadon, Shruti and Leary, Owen P and Pan, Ian and Harder, Tyler J and Wright, David W and Merck, Lisa H and Merck, Derek L},
  booktitle={Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and Applications},
  volume={11318},
  pages={113180Q},
  year={2020},
  organization={International Society for Optics and Photonics}
}