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Digital conversations about suicide among teenagers and adults with epilepsy: A big‐data, machine learning analysis
Epilepsia ( IF 6.6 ) Pub Date : 2020-05-01 , DOI: 10.1111/epi.16507
Tatiana Falcone 1 , Anjali Dagar 1 , Ruby C Castilla-Puentes 2 , Amit Anand 1 , Caroline Brethenoux 3 , Liliana G Valleta 3 , Patrick Furey 3 , Jane Timmons-Mitchell 4 , Elia Pestana-Knight 1
Affiliation  

Digital media conversations can provide important insight into the concerns and struggles of people with epilepsy (PWE) outside of formal clinical settings and help generate useful information for treatment planning. Our study aimed to explore the big data from open‐source digital conversations among PWE with regard to suicidality, specifically comparing teenagers and adults, using machine learning technology.

中文翻译:

青少年和成人癫痫患者关于自杀的数字对话:大数据、机器学习分析

数字媒体对话可以深入了解癫痫患者 (PWE) 在正式临床环境之外的担忧和挣扎,并有助于为治疗计划生成有用的信息。我们的研究旨在探索 PWE 之间关于自杀的开源数字对话的大数据,特别是使用机器学习技术比较青少年和成年人。
更新日期:2020-05-01
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