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J-GLOBAL ID：201902292070333004   Reference number：19A2668412

Uncertainty-Informed Detection of Epileptogenic Brain Malformations Using Bayesian Neural Networks

Bayes神経回路網を用いたてんかん発生性脳奇形の不確実性情報検出【JST・京大機械翻訳】

Author (4)： Gill Ravnoor S. (Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada) ,  Caldairou Benoit (Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada) ,  Bernasconi Neda (Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada) ,  Bernasconi Andrea (Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada)
Material： Lecture Notes in Computer Science  (LNBI)
Volume： 11767  Page： 225-233  Publication year： 2019 
JST Material Number： H0078D  ISSN： 0302-9743  Document type： Proceedings
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Abstract/Point： Focal cortical dysplasia (FCD)...

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Thesaurus term： *neural network(network) ,  effectiveness ,  learning algorithm ,  multimode ,  *uncertainty ,  formulation ,  algorithm ,  decision making ,  cortex(animal tissue) ,  *epilepsy ,  forecast
Semi thesaurus term： 特異性 ,  病巣 ,  健康 ,  限局性皮質形成異常 , 【Automatic Indexing@JST】

Author keywords (7)： Magnetic resonance imaging ,  Clinical diagnostics ,  Epilepsy ,  Deep learning ,  Uncertainty ,  Dropout Monte Carlo ,  Classification

JST classification (1)： Artificial intelligence  (JE08000Z)

Terms in the title (4)： 神経回路網 ,  てんかん発生 ,  脳奇形 ,  不確実性