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评估一种戴在项圈上的加速度计,用于检测犬只的癫痫发作活动。

Evaluation of a collar-mounted accelerometer for detecting seizure activity in dogs.

机构信息

Department of Clinical Sciences, College of Veterinary Medicine, NC State University, Raleigh, North Carolina, United States.

Department of Statistics, NC State University, Raleigh, North Carolina, United States.

出版信息

J Vet Intern Med. 2020 May;34(3):1239-1247. doi: 10.1111/jvim.15760. Epub 2020 Apr 15.

Abstract

BACKGROUND

The majority of dogs with idiopathic epilepsy continue to have seizures despite appropriate treatment.

OBJECTIVES

To assess the use of a commercially available, collar-mounted accelerometer to detect generalized seizures in dogs.

ANIMALS

Twenty two client-owned dogs with idiopathic epilepsy.

METHODS

Six-month prospective clinical study during which dogs wore a collar-mounted accelerometer. Seizure documentation was based on owner observations and video recordings. The accelerometer used a predefined algorithm to detect seizures in the first study phase, and an individualized algorithm in the second study phase. Caregivers completed a quality of life (QoL) questionnaire at the initial and final study visit.

RESULTS

Using the predefined algorithm, the accelerometer detected seizures with a sensitivity of 18.6% (95% CI [13.4%, 23.8%]) and mean false detection rate of 0.096/day. Values did not change significantly with use of an individualized algorithm (sensitivity 22.1%, 95% CI [15.1%, 29.0%]; false detection rate 0.054/day). Mean composite QoL score was significantly improved at study completion (50.42) compared to study initiation (39.53; P = .005), and this change was moderately correlated with a change in weekly exercise (r = 0.46, P = .05).

CONCLUSIONS AND CLINICAL IMPORTANCE

Generalized seizures in dogs can be detected with a collar-mounted accelerometer, but the overall sensitivity is low.

摘要

背景

尽管进行了适当的治疗,大多数患有特发性癫痫的狗仍会继续发作。

目的

评估市售的、戴在项圈上的加速度计在检测狗的全身性癫痫发作中的应用。

动物

22 只患有特发性癫痫的犬。

方法

6 个月的前瞻性临床研究期间,狗佩戴项圈式加速度计。根据主人的观察和视频记录进行癫痫发作记录。加速度计在第一研究阶段使用预定义的算法来检测癫痫发作,在第二研究阶段使用个性化的算法。在最初和最终的研究访问时,护理人员完成了生活质量(QoL)问卷。

结果

使用预定义算法,加速度计检测到的癫痫发作的敏感性为 18.6%(95%CI[13.4%,23.8%]),平均假阳性检测率为 0.096/天。使用个性化算法时,值没有显著变化(敏感性 22.1%,95%CI[15.1%,29.0%];假阳性检测率 0.054/天)。与研究开始时相比(39.53),研究完成时(50.42)的综合 QoL 评分显著提高(P =0.005),且这种变化与每周运动的变化中度相关(r =0.46,P =0.05)。

结论和临床意义

可以使用戴在项圈上的加速度计检测狗的全身性癫痫发作,但总体敏感性较低。

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