Whiting Kathleen, Liu Larry Y, Koyutürk Mehmet, Karakurt Günnur
Neuroscience Program, Uniformed Services University, 4301 Jones Bridge Rd, Bethesda, Maryland 20814, USA,
Pac Symp Biocomput. 2017;22:324-335. doi: 10.1142/9789813207813_0031.
Intimate partner violence (IPV) is a serious problem with devastating health consequences. Screening procedures may overlook relationships between IPV and negative health effects. To identify IPV-associated women's health issues, we mined national, aggregated de-identified electronic health record data and compared female health issues of domestic abuse (DA) versus non-DA records, identifying terms significantly more frequent for the DA group. After coding these terms into 28 broad categories, we developed a network map to determine strength of relationships between categories in the context of DA, finding that acute conditions are strongly connected to cardiovascular, gastrointestinal, gynecological, and neurological conditions among victims.
亲密伴侣暴力(IPV)是一个严重的问题,会带来毁灭性的健康后果。筛查程序可能会忽略IPV与负面健康影响之间的关系。为了识别与IPV相关的女性健康问题,我们挖掘了全国性的、经过汇总且去除身份标识的电子健康记录数据,并比较了遭受家庭虐待(DA)与未遭受DA的记录中的女性健康问题,确定了DA组中显著更频繁出现的术语。在将这些术语编码为28个宽泛类别后,我们绘制了一个网络图,以确定在DA背景下各类别之间的关系强度,发现受害者的急性病症与心血管、胃肠道、妇科和神经病症紧密相关。