Temporally Consistent Sequence-to-Sequence Translation of Cataract Surgeries

This is the official code repository for Temporally Consistent Sequence-to-Sequence Translation of Cataract Surgeries

Setup

• Install a virtual environment (e.g. conda or venv)
• Install the required external packages with pip install -r requirements.txt
• Install the custom repository package with pip install -e .

Training

• The training scripts for each method used in the paper can be found in scripts/train/

Inference

• Evaluation scripts can be found in scripts/eval/

Checkpoints

• Model checkpoints can be found here.

Example Results

How-to Cite

If you use our research or the resources within this repository, please consider citing our work. Below is the recommended citation:

APA (American Psychological Association) Style:

Frisch, Y., Fuchs, M., & Mukhopadhyay, A. (2023).
Temporally consistent sequence-to-sequence translation of cataract surgeries.
International Journal of Computer Assisted Radiology and Surgery, 1-8.

BibTeX (for LaTeX users):

@article{frisch2023temporally,
  title={Temporally consistent sequence-to-sequence translation of cataract surgeries},
  author={Frisch, Yannik and Fuchs, Moritz and Mukhopadhyay, Anirban},
  journal={International Journal of Computer Assisted Radiology and Surgery},
  pages={1--8},
  year={2023},
  publisher={Springer}
}