Machine Learning Approach for the Outcome Prediction of Temporal Lobe Epilepsy Surgery

Rubén Armañanzas; Lidia Alonso-Nanclares; Jesús DeFelipe-Oroquieta; Asta Kastanauskaite; Rafael G. de Sola; Javier DeFelipe; Concha Bielza; Pedro Larrañaga

doi:10.1371/journal.pone.0062819

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Open Access

Peer-reviewed

Research Article

Machine Learning Approach for the Outcome Prediction of Temporal Lobe Epilepsy Surgery

Rubén Armañanzas ,

Contributed equally to this work with: Rubén Armañanzas, Lidia Alonso-Nanclares

* E-mail: r.armananzas@upm.es

Affiliation Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, Boadilla del Monte, Madrid, Spain
⨯
Lidia Alonso-Nanclares ,

Contributed equally to this work with: Rubén Armañanzas, Lidia Alonso-Nanclares

Affiliations Laboratorio Cajal de Circuitos Corticales, Universidad Politécnica de Madrid, Boadilla del Monte, Madrid, Spain, Instituto Cajal, Centro Superior de Investigaciones Científicas, Madrid, Madrid, Spain, Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas, CIberNed, Madrid, Madrid, Spain
⨯
Jesús DeFelipe-Oroquieta,

Affiliation Departamento de Psicología y Eduación, Universidad Camilo José Cela, Villanueva de la Cañada, Madrid, Spain
⨯
Asta Kastanauskaite,

Affiliations Laboratorio Cajal de Circuitos Corticales, Universidad Politécnica de Madrid, Boadilla del Monte, Madrid, Spain, Instituto Cajal, Centro Superior de Investigaciones Científicas, Madrid, Madrid, Spain, Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas, CIberNed, Madrid, Madrid, Spain
⨯
Rafael G. de Sola,

Affiliation Department of Neurosurgery, Hospital Universitario de la Princesa, Madrid, Madrid, Spain
⨯
Javier DeFelipe,

Affiliations Laboratorio Cajal de Circuitos Corticales, Universidad Politécnica de Madrid, Boadilla del Monte, Madrid, Spain, Instituto Cajal, Centro Superior de Investigaciones Científicas, Madrid, Madrid, Spain, Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas, CIberNed, Madrid, Madrid, Spain
⨯
Concha Bielza,

Affiliation Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, Boadilla del Monte, Madrid, Spain
⨯
Pedro Larrañaga

Affiliation Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, Boadilla del Monte, Madrid, Spain
⨯

Machine Learning Approach for the Outcome Prediction of Temporal Lobe Epilepsy Surgery

Rubén Armañanzas,
Lidia Alonso-Nanclares,
Jesús DeFelipe-Oroquieta,
Asta Kastanauskaite,
Rafael G. de Sola,
Javier DeFelipe,
Concha Bielza,
Pedro Larrañaga

Published: April 30, 2013
https://doi.org/10.1371/journal.pone.0062819

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