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人工智能增强的疼痛管理:NXTSTIM EcoAI平台。

Artificial intelligence-enhanced pain management: the NXTSTIM EcoAI platform.

作者信息

Green Maja, Chakravarthy Krishnan

机构信息

Clinical Research Organization, Solaris Research Institute, Wilmington, DE, USA.

Department of Pain Medicine, NXTSTIM Inc, San Diego, CA, USA.

出版信息

Pain Manag. 2025 Aug;15(8):467-475. doi: 10.1080/17581869.2025.2527575. Epub 2025 Jul 1.

Abstract

Chronic pain affects approximately 20% of the global population, leading to significant disability and economic burden. Traditional management strategies, including pharmacologic interventions and physical therapies, often provide limited relief and are associated with adverse effects. Non-invasive neuromodulation techniques, such as transcutaneous electrical nerve stimulation (TENS) and electrical muscle stimulation (EMS), have shown promise but are hindered by issues like inconsistent dosing and poor adherence. The integration of artificial intelligence (AI) into pain management offers a novel approach to personalize and optimize therapy. The NXTSTIM EcoAI platform exemplifies this innovation by combining TENS and EMS with machine learning (ML) algorithms, cloud-based analytics, and remote patient monitoring (RPM). This closed-loop system dynamically adjusts stimulation parameters based on real-time patient data, enhancing efficacy and user engagement. By continuously learning from individual responses and aggregated trends, EcoAI aims to provide tailored pain relief while addressing the limitations of conventional neuromodulation devices. This review explores the current landscape of pain management, the mechanisms of electrostimulation analgesia, and the potential of AI-driven digital therapeutics like EcoAI to revolutionize chronic pain treatment.

摘要

慢性疼痛影响着全球约20%的人口,导致严重的残疾和经济负担。传统的管理策略,包括药物干预和物理治疗,往往只能提供有限的缓解,并且伴有不良反应。非侵入性神经调节技术,如经皮电刺激神经疗法(TENS)和电肌肉刺激(EMS),已显示出前景,但受到剂量不一致和依从性差等问题的阻碍。将人工智能(AI)整合到疼痛管理中提供了一种个性化和优化治疗的新方法。NXTSTIM EcoAI平台通过将TENS和EMS与机器学习(ML)算法、基于云的分析以及远程患者监测(RPM)相结合,体现了这一创新。这个闭环系统根据实时患者数据动态调整刺激参数,提高疗效和用户参与度。通过不断从个体反应和汇总趋势中学习,EcoAI旨在提供量身定制的疼痛缓解,同时解决传统神经调节设备的局限性。这篇综述探讨了疼痛管理的当前形势、电刺激镇痛的机制,以及像EcoAI这样的人工智能驱动的数字疗法在彻底改变慢性疼痛治疗方面的潜力。

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