Concepedia

Development and validation of machine learning models to predict gastrointestinal leak and venous thromboembolism after weight loss surgery: an analysis of the MBSAQIP database

Jacob Nudel, Andrew Bishara, Susanna W.L. de Geus, Prasad Patil, Jayakanth Srinivasan, Donald T. Hess, Jonathan Woodson

Surgical Endoscopy · 2020 · 85 citations · 48 references

DOIFull text

Open access

Concepts

References

48

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

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XGBoost

2016 · 48.6K citations · Full text

, , +15

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

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Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach

Elizabeth R. DeLong, David M. DeLong, Daniel L. Clarke‐Pearson · Biometrics · 1988 · 22.3K citations

, , +16

Advances in neural information processing systems 7

Krzysztof J. Cios, Mark E. Shields · Neurocomputing · 1997 · 22.3K citations

, , +14