首页|脑卒中后上肢运动能力评估系统研究

脑卒中后上肢运动能力评估系统研究

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脑卒中是指脑部血管破裂或阻塞而引起的神经功能障碍性的高发疾病,已成为我国主要的致死、致残疾病之一。传统上肢运动能力评定方法受接触式设备的高成本性、穿戴复杂性等问题所限,采用非接触式视觉方法进行定量评估成为研究重点。本文设计并实现了基于YOLOv5目标检测模型的脑卒中后上肢运动能力评估系统(ULMCASAS),探讨了脑卒中后上肢运动能力评估现状及意义,讲述了脑卒中后上肢运动能力评估系统设计流程,并对脑卒中后上肢运动能力评估系统进行测试检验,最后针对该系统的不足之处和修改方向进行展望。
Upper Limb Motor Capacity Assessment System after Stroke
Stroke is a high incidence of neurological dysfunction caused by rupture or blockage of blood vessels in the brain,which has become one of the major fatal and disabling diseases in China.Traditional upper limb motor capacity assessment methods are limited by the high cost and wearing complexity of contact devices,and quantitative assessment using non-contact visual methods has become the focus of research.In this paper,we designed and realized the Upper Limb Motor Capacity Assessment System After Stroke(ULMCASAS)based on YOLOv5 target detection model,discussed the current situation and significance of the assessment of upper limb motor capacity after stroke,talked about the design process of the ULMCASAS,and tested the ULMCASAS,and then made an outlook on the shortcomings and modification direction of the ULMCASAS.

strokerehabilitation assessmenttarget detectionYOLO algorithm

李启森、吴约珥、栾宽、刘景隆

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哈尔滨工程大学,黑龙江哈尔滨 150001

黑龙江中医药大学附属第四医院,黑龙江哈尔滨 150070

脑卒中 康复评定 目标检测 YOLO算法

黑龙江中医药大学附属第四医院级项目

FSRC2022MS01

2024

运动与健康
武汉新闻传媒有限公司

运动与健康

ISSN:2097-2288
年,卷(期):2024.3(3)
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