Southwestern Academic Limb Salvage Alliance, Department of Surgery, Keck School of Medicine of University of Southern California, 1450 San Pablo St #6200, Los Angeles, CA 90033, USA.
College of Engineering, University of California, Riverside, 900 University Ave., Riverside, CA 92521, USA.
Sensors (Basel). 2023 Aug 3;23(15):6898. doi: 10.3390/s23156898.
Diabetic foot ulcers, which are a common complication of diabetes, can have a negative impact on a person's physical and mental health, including an increased risk of depression. Patients suffering from depression are less likely to keep up with diabetic foot care, thus increasing the risk of developing ulcers. However, with the use of artificial intelligence (AI), at-home patient care has become easier, which increases adherence. To better understand how new technologies, including machine learning algorithms and wearable sensors, might improve patient adherence and outcomes, we conducted a literature review of several sensor technologies, including SmartMat© and Siren Care© socks for temperature, SurroSense Rx/Orpyx© for pressure, and Orthotimer© for adherence. An initial search identified 143 peer-reviewed manuscripts, from which we selected a total of 10 manuscripts for further analysis. We examined the potential benefits of personalized content and clinician support for those receiving mobile health interventions. These findings may help to demonstrate the current and future utility of advanced technologies in improving patient adherence and outcomes, particularly in the context of diabetes management and the link between behavior and complications in diabetes, such as diabetic foot ulcers.
糖尿病足溃疡是糖尿病的常见并发症,会对患者的身心健康产生负面影响,包括增加抑郁的风险。患有抑郁症的患者不太可能坚持进行糖尿病足护理,从而增加溃疡的风险。然而,人工智能(AI)的应用使得居家患者护理变得更加容易,从而提高了患者的依从性。为了更好地了解包括机器学习算法和可穿戴传感器在内的新技术如何改善患者的依从性和结果,我们对包括 SmartMat©和 Siren Care©袜子(用于温度)、SurroSense Rx/Orpyx©(用于压力)和 Orthotimer©(用于依从性)在内的几种传感器技术进行了文献回顾。初步搜索确定了 143 篇同行评议的手稿,我们从中总共选择了 10 篇手稿进行进一步分析。我们研究了为接受移动健康干预的患者提供个性化内容和临床医生支持的潜在益处。这些发现可能有助于展示先进技术在改善患者依从性和结果方面的当前和未来效用,特别是在糖尿病管理以及行为与糖尿病并发症(如糖尿病足溃疡)之间的联系方面。