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Merge pull request #2 from kapsner/main
update dev branch
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README.md

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## Citation
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If you use `survex`, please cite it as
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If you use `survex`, please cite [our preprint](https://arxiv.org/abs/2308.16113):
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> M. Spytek, M. Krzyziński, H. Baniecki, P. Biecek. *survex: Explainable Machine Learning in Survival Analysis*. **R package version 1.0.0**, 2023. https://github.com/ModelOriented/survex
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> M. Spytek, M. Krzyziński, S. H. Langbein, H. Baniecki, M. N. Wright, P. Biecek. *survex: an R package for explaining machine learning survival models*. **arXiv preprint arXiv:2308.16113**, 2023.
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```
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@article{spytek2023survex,
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title = {{survex: Explainable Machine Learning in Survival Analysis}},
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author = {Mikołaj Spytek and Mateusz Krzyziński and
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Hubert Baniecki and Przemysław Biecek},
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journal = {R package version 1.0.0},
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year = {2023},
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url = {https://github.com/ModelOriented/survex}
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title = {{survex: an R package for explaining machine learning survival models}},
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author = {Mikołaj Spytek and Mateusz Krzyziński and Sophie Hanna Langbein and
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Hubert Baniecki and Marvin N. Wright and Przemysław Biecek},
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journal = {arXiv preprint arXiv:2308.16113},
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year = {2023}
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}
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```
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## Applications of `survex`
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- H. Baniecki, B. Sobieski, P. Bombiński, P. Szatkowski, P. Biecek. [Hospital Length of Stay Prediction Based on Multi-modal Data towards Trustworthy Human-AI Collaboration in Radiomics](https://arxiv.org/abs/2303.09817). *International Conference on Artificial Intelligence in Medicine*, 2023.
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- W. Chen, B. Zhou, C. Y. Jeon, F. Xie, Y-C. Lin, R. K. Butler, Y. Zhou, T. Q. Luong, E. Lustigova, J. R. Pisegna, B. U. Wu. [Machine learning versus regression for prediction of sporadic pancreatic cancer](https://doi.org/10.1016/j.pan.2023.04.009). *Pancreatology*, 2023.
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- M. Nachit, Y. Horsmans, R. M. Summers, I. A. Leclercq, P. J. Pickhardt. [AI-based CT Body Composition Identifies Myosteatosis as Key Mortality Predictor in Asymptomatic Adults](https://doi.org/10.1148/radiol.222008). *Radiology*, 2023.
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- Share it with us!
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## Related work

inst/CITATION

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bibentry(key = "spytek2023survex",
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bibtype = "article",
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author = c(
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person("Mikołaj", "Spytek"),
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person("Mateusz", "Krzyziński"),
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person("Sophie Hanna", "Langbein"),
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person("Hubert", "Baniecki"),
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person("Marvin N.", "Wright"),
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person("Przemyslaw", "Biecek")
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),
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title = "survex: an {R} package for explaining machine learning survival models",
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journal = "arXiv preprint arXiv:2308.16113",
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year = "2023"
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)

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