Abstract:
Artificial intelligence (AI) has the potential to transform every facet of cardiovascular practice and research. The exponential rise in technology powered by AI is defining new frontiers in cardiovascular care, with innovations that span novel diagnostic modalities, new digital native biomarkers of disease, and high-performing tools evaluating care quality and prognosticating clinical outcomes. These digital innovations promise expanded access to cardiovascular screening and monitoring, especially among those without access to high-quality, specialized care historically. Moreover, AI is propelling biological and clinical discoveries that will make future cardiovascular care more personalized, precise, and effective. The review brings together these diverse AI innovations, highlighting developments in multimodal cardiovascular AI across clinical practice and biomedical discovery, and envisioning this new future backed by contemporary science and emerging discoveries. Finally, we define the critical path and the safeguards essential to realizing this AI-enabled future that helps achieve optimal cardiovascular health and outcomes for all.
摘要:
人工智能(AI)有潜力改变心血管实践和研究的各个方面。人工智能技术的指数增长正在定义心血管护理的新领域。有了跨越新诊断模式的创新,新的数字天然疾病生物标志物,以及评估护理质量和预测临床结果的高性能工具。这些数字创新有望扩大心血管筛查和监测的范围,尤其是那些无法获得高质量的人,历史上的专业护理。此外,人工智能正在推动生物和临床发现,这将使未来的心血管护理更加个性化。精确,而且有效。这次审查汇集了这些多样化的人工智能创新,强调临床实践和生物医学发现中多模式心血管人工智能的发展,并设想这个由当代科学和新兴发现支持的新未来。最后,我们定义了关键路径和保障措施,这对于实现这个人工智能未来至关重要,有助于实现所有人的最佳心血管健康和结果。