Art

J-GLOBAL ID：202102211282904364   Reference number：21A2679279

Prospective Study of a Multimodal Convulsive Seizure Detection Wearable System on Pediatric and Adult Patients in the Epilepsy Monitoring Unit

てんかんモニタリングユニットの小児および成人患者におけるマルチモーダル痙攣発作検出ウェアラブルシステムの前向き研究【JST・京大機械翻訳】

Author (15)： Onorati Francesco (Empatica, Inc., Boston, MA, United States) ,  Regalia Giulia (Empatica, Inc., Boston, MA, United States) ,  Caborni Chiara (Empatica, Inc., Boston, MA, United States) ,  LaFrance W. Curt Jr. (Division of Neuropsychiatry and Behavioral Neurology, Rhode Island Hospital, Brown University, Providence, RI, United States) ,  Blum Andrew S. (Department of Neurology, Rhode Island Hospital, Brown University, Providence, RI, United States) ,  Bidwell Jonathan (Harvard Medical School, Boston, MA, United States) ,  De Liso Paola (Department of Neuroscience, Bambino Gesu Children’s Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy) ,  El Atrache Rima (Department of Neurology, Boston Children’s Hospital, Boston, MA, United States) ,  Loddenkemper Tobias (Department of Neurology, Boston Children’s Hospital, Boston, MA, United States) ,  Mohammadpour-Touserkani Fatemeh (Department of Neurology, Downstate Medical Center, State University of New York, Brooklyn, NY, United States) ,  Sarkis Rani A. (Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States) ,  Friedman Daniel (Department of Neurology, New York University Langone Medical Center, New York, NY, United States) ,  Jeschke Jay (Department of Neurology, New York University Langone Medical Center, New York, NY, United States) ,  Picard Rosalind (Empatica, Inc., Boston, MA, United States) ,  Picard Rosalind (MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States)
Material： Frontiers in Neurology (Web)
Volume： 12  Page： 724904  Publication year： 2021 
JST Material Number： U7085A  ISSN： 1664-2295  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： Background: Using machine lear...

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Thesaurus term： alarm ,  accelerometer ,  sensitivity ,  *convulsion ,  *epilepsy ,  adult(person) ,  child ,  population(ecology) ,  rest ,  *multimode ,  *seizure(disease) ,  machine learning ,  learning algorithm ,  *prospective cohort study
Semi thesaurus term： 検出アルゴリズム , 【Automatic Indexing@JST】

Author keywords (5)： epilepsy ,  seizure detection ,  wearable sensors ,  machine learning ,  clinical validation

JST classification (2)： Neurologic diagnosis  (GN02000H) ,  Biometry  (EL03020C)

Reference (84)：

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• Watkins L, Shankar R. Reducing the risk of sudden unexpected death in epilepsy (SUDEP). Curr Treat Options Neurol. (2018) 20:40. doi: 10.1007/s11940-018-0527-0
• Devinsky O, Hesdorffer DC, Thurman DJ, Lhatoo S, Richerson G. Sudden unexpected death in epilepsy: epidemiology, mechanisms, and prevention. Lancet Neurol. (2016) 15:1075-88. doi: 10.1016/S1474-4422(16)30158-2
• Tomson T, Surges R, Delamont R, Haywood S, Hesdorffer DC. Who to target in sudden unexpected death in epilepsy prevention and how? Risk factors, biomarkers, and intervention study designs. Epilepsia. (2016) 57(Suppl. 1):4-16. doi: 10.1111/epi.13234
• Salas-Puig X, Iniesta M, Abraira L, Puig J. Accidental injuries in patients with generalized tonic-clonic seizures. A multicenter, observational, cross-sectional study (QUIN-GTC study). Epilepsy Behav EB. (2019) 92:135-9. doi: 10.1016/j.yebeh.2018.10.043

Terms in the title (9)： てんかん ,  モニタリング ,  小児 ,  成人 ,  患者 ,  マルチモーダル ,  痙攣発作 ,  ウェアラブルシステム ,  研究