皮肤病理学中人工智能的审查:机遇,挑战和未来方向
Courtney Ann Prestwood1, David Corley Gibbs1, Zachary Wolner2
1Department of Dermatology, Emory University, 1525 Clifton Road, Floor 3, Atlanta, GA 30322, USA.
Dermatologic clinics
|October 15, 2025
概括
人工智能 (AI) 在皮肤病理学方面表现有前途,用于诊断皮肤疾病和预测结果. 这项技术,当与病理学家一起使用时,为推进皮肤癌检测和治疗提供了显著的潜力.
科学领域:
- 皮肤病理学 皮肤病理学
- 医学的人工智能 (AI)
背景情况:
- 人工智能 (AI) 正在成为医学领域的一个变革性技术.
- 皮肤病理学,皮肤疾病的研究,将从人工智能应用中显著受益.
研究的目的:
- 审查当前AI在皮肤病理学中的应用.
- 检查AI在诊断和预测皮肤疾病中的作用,重点关注皮肤癌.
- 讨论AI整合在临床实践中的挑战和伦理考虑.
主要方法:
- 对皮肤病理学中人工智能当前研究的文献综述.
- 对AI对皮肤疾病的诊断和预后能力的分析.
- 检查临床实施的伦理和实际挑战.
主要成果:
- 人工智能在各种皮肤病理学任务中发挥着有前途的作用,特别是与人类专家合作.
- 人工智能正在被用来诊断和预测皮肤疾病,特别是皮肤癌.
- 确定了成功整合人工智能的关键挑战和伦理考虑.
结论:
- 人工智能具有显著的潜力,可以增强皮肤病理学实践,特别是在皮肤癌诊断方面.
- 与人类病理学家合作使用AI对于最佳结果至关重要.
- 解决伦理问题和实际挑战对于在皮肤病理学中广泛采用人工智能至关重要.
相关概念视频
Issues 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
Confocal Fluorescence Microscopy
20.0K
Confocal microscopy is an advanced microscopic technique. The prime advantage of the confocal microscope over other microscopy techniques is its ability to block the out-of-focus light from the illuminated samples using pinholes. It is widely used with fluorescence optics to obtain high-resolution, sharp contrast images. Unlike optical microscopes, confocal microscopes use a focused beam of light laser to scan the entire sample surface at different z-planes. These microscopes are, therefore,...
20.0K
Clinical Applications of Epidermal Stem Cells
3.3K
Epidermal stem cells (EpiSCs) are mainly located at the basal layer of the epidermis. These cells repair minor injuries of the skin and replace dead skin cells. However, EpiSCs’ cannot heal severe wounds such as major burns or those from diabetes or hereditary disorders. In such cases, culturing the epidermal stem cells from the patient is possible and has yielded successful treatment options, such as laboratory-grown skin grafts. These grafts are synthesized using a patient’s own...
3.3K


