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Ollie

A deep learning toolbox to detect glaucoma

Ollie (v0.0.1)

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Ollie (v0.0.2)

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Both versions have been written and tested in MATLAB 2019a and may not work in the latest MATLAB version.

Software contributors: Yannan Chen, Xinhui Li

If you use Ollie for your work, please cite one or more following articles:

@inproceedings{thakoor2019enhancing,
  title={Enhancing the accuracy of glaucoma detection from OCT probability maps using convolutional neural networks},
  author={Thakoor, Kaveri A and Li, Xinhui and Tsamis, Emmanouil and Sajda, Paul and Hood, Donald C},
  booktitle={2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
  pages={2036--2040},
  year={2019},
  organization={IEEE}
}

@article{thakoor2021strategies,
  title={Strategies to improve convolutional neural network generalizability and reference standards for glaucoma detection from OCT scans},
  author={Thakoor, Kaveri A and Li, Xinhui and Tsamis, Emmanouil and Zemborain, Zane Z and De Moraes, Carlos Gustavo and Sajda, Paul and Hood, Donald C},
  journal={Translational Vision Science \& Technology},
  volume={10},
  number={4},
  pages={16--16},
  year={2021},
  publisher={The Association for Research in Vision and Ophthalmology}
}

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Deep Learning Toolbox for Glaucoma Detection

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