Bernasconi Sara, Maria Oriolo Giovanni, Farina Giovanni, Aliverti Andrea, Lomauro Antonella
Dipartimento di ElettronicaInformazione e Bioingegneria, Politecnico di Milano 20133 Milan Italy.
Istituti Clinici Zucchi di Monza 20900 Monza Italy.
IEEE J Transl Eng Health Med. 2025 Apr 24;13:193-201. doi: 10.1109/JTEHM.2025.3563985. eCollection 2025.
Lymphedema, characterized by limb swelling, is typically treated with Complex Decongestive Therapy (CDT), which includes physical exercise. This study seeks to design and validate a wearable device aimed at enhancing CDT by monitoring patient adherence to prescribed exercises and tracking changes in the range of motion of the affected limbs. A wearable device, constituted by two boards with 2 IMUs, connected by a flexible flat cable, was designed and developed for placement across targeted joints. It communicates wirelessly with PCs, where raw data from IMUs are collected. Through the application of the Madgwick filter, orientation of the units is obtained and finally joints angles are computed. The device was validated through bench testing using an orthopedic goniometer and field testing with an optoelectronic system. The in vivo validation involved 18 volunteers, including 10 healthy individuals and 8 individuals with lymphedema, who performed flexion-extension movements and walked on a treadmill (at speeds of 3 km/h and 5 km/h). Bench testing demonstrated strong correlation and agreement (r=0.999, mean percentage error = -0.51°, standard deviation = 2.00°). Once worn by the participants, the device enabled the measurement of joint angles during flexion-extension exercises (r=0.852, mean percentage error = 1.44°, standard deviation = 11.7°) and the extraction of step counting, step time and toe off during walk at different speeds. The developed wearable device exhibited robust performance in both bench and field testing. This device, designed specifically for lymphedema patients, offers valuable insights into limb function and exercise adherence, potentially improving personalized treatment strategies.
淋巴水肿的特征是肢体肿胀,通常采用综合消肿疗法(CDT)进行治疗,其中包括体育锻炼。本研究旨在设计并验证一种可穿戴设备,通过监测患者对规定锻炼的依从性以及跟踪受影响肢体的活动范围变化,来增强CDT的效果。设计并开发了一种由两块带有2个惯性测量单元(IMU)的板组成的可穿戴设备,通过柔性扁平电缆连接,用于放置在目标关节上。它与个人计算机进行无线通信,在个人计算机上收集来自IMU的原始数据。通过应用马德威克滤波器,获得单元的方向,最终计算出关节角度。该设备通过使用骨科测角仪的台架测试和光电系统的现场测试进行了验证。体内验证涉及18名志愿者,包括10名健康个体和8名淋巴水肿患者,他们进行屈伸运动并在跑步机上行走(速度为3公里/小时和5公里/小时)。台架测试显示出很强的相关性和一致性(r = 0.999,平均百分比误差 = -0.51°,标准差 = 2.00°)。参与者佩戴该设备后,能够在屈伸运动期间测量关节角度(r = 0.852,平均百分比误差 = 1.44°,标准差 = 11.7°),并在不同速度行走时提取步数、步时和离地时间。所开发的可穿戴设备在台架和现场测试中均表现出强大的性能。这种专门为淋巴水肿患者设计的设备,为肢体功能和锻炼依从性提供了有价值的见解,可能会改善个性化治疗策略。