OPSUM

Outcome Prediction for Stroke Unit high-frequency data through Machine learning

Investigated outcomes

1. Short term

• early neurological deterioration

2. Medium and long-term

• Mortality: '3M Death' & 'Death in hospital'
• Functional outcome: '3M mRS 0-2'

Model weights

1. Short term: https://doi.org/10.5281/zenodo.19596386
2. Long term: https://doi.org/10.5281/zenodo.8195710

Reference

If you use this work for your research, please cite this paper: https://www.nature.com/articles/s43856-024-00666-w#article-info

Klug, J., Leclerc, G., Dirren, E. et al. Machine learning for early dynamic prediction of functional outcome after stroke. Commun Med 4, 232 (2024). https://doi.org/10.1038/s43856-024-00666-w