Neonatal apnea and hypopnea prediction in infants with Robin sequence with neural additive models for time series

This repository contains the code for the paper "Neonatal apnea and hypopnea prediction in infants with Robin sequence with neural additive models for time series", (2024).

Dataset and installation

Before running the code, download the dataset from Zenodo and update the paths in the corresponding hydra config files.

Then install the necessary packages with pip install -e .

Finally, run the provided script in scripts to perform all the experiments!

Citation

@article{vetter2024neonatal,
  title={Neonatal apnea and hypopnea prediction in infants with Robin sequence with neural additive models for time series},
  author={Vetter, Julius and Lim, Kathleen and Dijkstra, Tjeerd MH and Dargaville, Peter A and Kohlbacher, Oliver and Macke, Jakob H and Poets, Christian F},
  journal={PLOS Digital Health},
  volume={3},
  number={12},
  pages={e0000678},
  year={2024},
  publisher={Public Library of Science San Francisco, CA USA}
}