Concepedia

Machine learning analysis of MRI-derived texture features to predict placenta accreta spectrum in patients with placenta previa

Valeria Romeo, Carlo Ricciardi, Renato Cuocolo, Arnaldo Stanzione, Francesco Verde, Laura Sarno, Giovanni Improta, Pier Paolo Mainenti, Maria DʼArmiento, Arturo Brunetti,

Magnetic Resonance Imaging · 2019 · 109 citations · 23 references

DOI

Concepts

References

23

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

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Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

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Computational Radiomics System to Decode the Radiographic Phenotype

Joost J. M. van Griethuysen, Andriy Fedorov, Chintan Parmar et al. · Cancer Research · 2017 · 6.5K citations · Full text

, , +17

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

, , +13