East Sasha-Ann, Wang Yanting, Yanamala Naveena, Maganti Kameswari, Sengupta Partho P
Division of Cardiovascular Diseases and Hypertension, Department of Medicine, Rutgers Robert Wood Johnson Medical School, 125 Paterson St, New Brunswick, NJ, 08901, USA.
Curr Atheroscler Rep. 2025 Jul 7;27(1):70. doi: 10.1007/s11883-025-01316-9.
The integration of artificial intelligence (AI) with point-of-care ultrasound (POCUS) is transforming cardiovascular diagnostics by enhancing image acquisition, interpretation, and workflow efficiency. These advancements hold promise in expanding access to cardiovascular imaging in resource-limited settings and enabling early disease detection through screening applications. This review explores the opportunities and challenges of AI-enabled POCUS as it reshapes the landscape of cardiovascular imaging.
AI-enabled systems can reduce operator dependency, improve image quality, and support clinicians-both novice and experienced-in capturing diagnostically valuable images, ultimately promoting consistency across diverse clinical environments. However, widespread adoption faces significant challenges, including concerns around algorithm generalizability, bias, explainability, clinician trust, and data privacy. Addressing these issues through standardized development, ethical oversight, and clinician-AI collaboration will be critical to safe and effective implementation. Looking ahead, emerging innovations-such as autonomous scanning, real-time predictive analytics, tele-ultrasound, and patient-performed imaging-underscore the transformative potential of AI-enabled POCUS in reshaping cardiovascular care and advancing equitable healthcare delivery worldwide.
人工智能(AI)与床旁超声(POCUS)的整合正在通过提高图像采集、解读和工作流程效率来改变心血管诊断。这些进展有望在资源有限的环境中扩大心血管成像的可及性,并通过筛查应用实现疾病的早期检测。本综述探讨了人工智能驱动的床旁超声在重塑心血管成像格局时所带来的机遇和挑战。
人工智能驱动的系统可以减少对操作者的依赖,提高图像质量,并支持新手和经验丰富的临床医生获取具有诊断价值的图像,最终在不同临床环境中促进诊断的一致性。然而,广泛采用面临重大挑战,包括对算法通用性、偏差、可解释性、临床医生信任和数据隐私的担忧。通过标准化开发、伦理监督和临床医生与人工智能的合作来解决这些问题,对于安全有效地实施至关重要。展望未来,诸如自动扫描、实时预测分析、远程超声和患者自行成像等新兴创新突出了人工智能驱动的床旁超声在重塑心血管护理和推动全球公平医疗服务方面的变革潜力。