人工智能驱动的女性健康诊断方面的进步:当前应用和未来方向
1College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA.
Diagnostics (Basel, Switzerland)
|December 11, 2025
概括
人工智能 (AI) 为妇产科 (OB/GYN) 的妇女健康诊断提供了显著的进步. 确保公平的发展和解决潜在的风险对于广泛的利益至关重要.
科学领域:
- 医学诊断 医学诊断 医学诊断
- 医疗保健中的人工智能
- 妇女健康 技术 技术
背景情况:
- 从历史上看,妇女健康创新缺乏持续的资金和实施.
- 人工智能 (AI) 和机器学习 (ML) 为产科和妇科 (OB/GYN) 诊断带来了新的机遇和挑战.
研究的目的:
- 在产科医生诊断中审查有前途的AI应用.
- 评估人工智能对妇女健康的潜在影响和挑战.
主要方法:
- 从2018年1月到2025年8月,对同行评审的文献和临床实例进行叙述性审查.
- 选择优先考虑了OB/GYN相关性,临床验证,结果影响和领域多样性.
主要成果:
- 在成像,实验室诊断,患者监测和决策支持方面确定了十个有前途的AI应用.
- 例如,人工智能增强的胎儿超声波,子宫检查,孕前预测,非侵入性子宫内膜异位症检测,远程母胎监测和妇科瘤学中的人工智能决策支持.
结论:
- 人工智能对女性健康诊断具有变革性的潜力.
- 关键考虑因素包括解决偏见,隐私,监管框架,报销和工作流集成.
- 以公平为重点的发展和多样化的数据集对于广泛的利益至关重要.
相关概念视频
01:29Issues And Trends In Healthcare Delivery System
6.1K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.1K
01:30Current Trends in Nursing II
3.3K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
3.3K
01:29Microorganisms in Medicine and Therapeutics
914
Microorganisms play a fundamental role in vaccine development, gene therapy, and therapeutic production. Their biological properties are harnessed to advance medicine and public health. Beyond immunization, microorganisms contribute to gut health, antibiotic synthesis, and genetic disease treatment.Live Attenuated and Inactivated VaccinesLive attenuated vaccines, such as the measles, mumps, and rubella (MMR) vaccine, utilize weakened forms of pathogens to closely resemble natural infections.
914