Concepedia

Machine-Learning-Based In-Hospital Mortality Prediction for Transcatheter Mitral Valve Repair in the United States

Dagmar F. Hernández-Suárez, Sagar Ranka, Yeunjung Kim, Azeem Latib, José Wiley, Angel López‐Candales, Duane S. Pinto, Maday Gonzalez, Harish Ramakrishna, Cristina Sanina,

Cardiovascular revascularization medicine · 2020 · 44 citations · 27 references

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Concepts

References

27

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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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

Comorbidity Measures for Use with Administrative Data

Anne Elixhauser, Claudia Steiner, D.R. Harris et al. · Medical Care · 1998 · 9.9K citations

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Least Squares Support Vector Machine Classifiers

Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.4K citations · Full text

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