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Machine learning models demonstrate that clinicopathologic variables are comparable to gene expression prognostic signature in predicting survival in uveal melanoma

Piotr Donizy, Mateusz Krzyziński, Anna Markiewicz, Paweł Karpiński, Krzysztof Kotowski, Artur Kowalik, Jolanta Orłowska-Heitzman, Bożena Romanowska‐Dixon, Przemysław Biecek, Mai P. Hoang

European Journal of Cancer · 2022 · 15 citations · 26 references

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26

Regression Models and Life-Tables

D. R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 39.3K citations · Full text

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On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

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QuPath: Open source software for digital pathology image analysis

Peter Bankhead, Maurice B. Loughrey, José A. Fernández et al. · Scientific Reports · 2017 · 8.7K citations · Full text

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Stochastic gradient boosting

Jerome H. Friedman · Computational Statistics & Data Analysis · 2002 · 7.1K citations

Feature Selection with the<b>Boruta</b>Package

Miron B. Kursa, Witold R. Rudnicki · Journal of Statistical Software · 2010 · 5.2K citations · Full text

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