Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data

The objective of this study is to evaluate machine learning algorithms aimed at predicting surgical treatment outcomes in groups of patients with temporal lobe epilepsy (TLE) using only the structural brain connectome. Specifically, the brain connectome is reconstructed using white matter fiber trac...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Neuroimage
Päätekijät: Munsell, Brent C., Wee, Chong-Yaw, Keller, Simon S., Weber, Bernd, Elger, Christian, da Silva, Laura Angelica Tomaz, Nesland, Travis, Styner, Martin, Shen, Dinggang, Bonilha, Leonardo
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2015
Aiheet:
Article
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC4701213/
https://ncbi.nlm.nih.gov/pubmed/26054876
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2015.06.008
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