Concepedia

Supervised machine learning to predict reduced depression severity in people with epilepsy through epilepsy self-management intervention

Edward J. Camp, Robert J. Quon, Martha Sajatovic, Farren Briggs, Brittany Brownrigg, Mary R. Janevic, Stephen Meisenhelter, Sarah A. Steimel, Markus E. Testorf, Elaine T Kiriakopoulos,

Epilepsy & Behavior · 2022 · 11 citations · 21 references

DOI

Concepts

References

21

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

A comprehensive survey on support vector machine classification: Applications, challenges and trends

Jair Cervantes, Farid García‐Lamont, Lisbeth Rodríguez-Mazahua et al. · Neurocomputing · 2020 · 2.3K citations · Full text

, , +14

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

Alexander Statnikov, Lily Wang, Constantin Aliferis · BMC Bioinformatics · 2008 · 689 citations · Full text

, , +17

Depression but not seizure frequency predicts quality of life in treatment-resistant epilepsy

Laura S. Boylan, L. A. Flint, Daniel Labovitz et al. · Neurology · 2004 · 645 citations

, , +10

The Relative Impact of Anxiety, Depression, and Clinical Seizure Features on Health‐related Quality of Life in Epilepsy

Erica K. Johnson, Jana E. Jones, Michael Seidenberg et al. · Epilepsia · 2004 · 520 citations

, , +8