Concepedia

Setting up of a machine learning algorithm for the identification of severe liver fibrosis profile in the general US population cohort

Samir Hassoun, Chiara Bruckmann, Stefano Ciardullo, Gianluca Perseghin, Francesca Di Gaudio, Francesco Broccolo

International Journal of Medical Informatics · 2022 · 14 citations · 58 references

DOI

Concepts

References

58

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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Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations

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VERIFICATION OF FORECASTS EXPRESSED IN TERMS OF PROBABILITY

Glenn W. Brier · Monthly Weather Review · 1950 · 5.3K citations

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EASL–EASD–EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease

Journal of Hepatology · 2016 · 4.8K citations

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Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV coinfection†‡

Richard K. Sterling, Eduardo Lissen, Nathan Clumeck et al. · Hepatology · 2006 · 4.8K citations · Full text

, , +17