人工智能在皮肤伤口评估和预测愈合时间方面的应用进展
Ming-Yao Chen1, Ming-Qi Cao1,2, Tian-Ying Xu1
1Department of Anesthetic Pharmacology, School of Anesthesiology, Second Military Medical University/Naval Medical University Shanghai 200433, China.
American journal of translational research
|August 8, 2024
概括
人工智能 (AI) 增强了医疗诊断和治疗,特别是在复杂的伤口护理中. 这篇评论探讨了人工智能.
科学领域:
- 医疗技术 医疗技术 医学技术
- 医疗保健中的人工智能
- 伤口管理 伤口管理
背景情况:
- 慢性疾病的日益流行和人口老龄化导致复杂的手术和难以治愈的伤口的增加.
- 不充分的伤口管理增加了感染风险,延长了愈合,并降低了患者的生活质量.
- 医疗保健专业人员在为所有患者提供同时有效的护理方面面临着挑战.
研究的目的:
- 审查应用人工智能 (AI) 进行皮肤伤口评估方面的进展.
- 探索AI在预测伤口愈合时间线上的作用.
- 突出AI在改善伤口护理效率和患者治疗结果方面的潜力.
主要方法:
- 对用于自动伤口测量和分类的各种算法的审查.
- 对人工智能模型进行分析,以识别慢性伤口愈合阶段.
- 检查AI对伤口愈合持续时间的预测能力.
主要成果:
- 人工智能算法可以自动化和简化慢性伤口的测量,分类和分期.
- 人工智能在准确预测伤口愈合时间线方面展示了潜力.
- 人工智能在伤口护理中的应用可以提高治疗效率并优化医疗保健资源分配.
结论:
- 人工智能为彻底改变皮肤伤口评估和管理提供了重大前景.
- 人工智能工具可以提高伤口护理的效率,使医疗保健专业人员能够更好地管理患者的需求.
- 对人工智能局限性和未来方向的进一步研究对于推进伤口护理技术至关重要.
相关概念视频
Clinical Applications of Epidermal Stem Cells
2.7K
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...
2.7K
Phases of Wound Repair
5.9K
Following injury, the integrity of the injured tissues must be reestablished. For example, in skin tissue, wound repair involves coordination among resident skin cells, blood mononuclear cells, extracellular matrix, growth factors, and cytokines to complete the healing cascade.
Formation of Blood Clot
In case of deep injuries, trauma to blood vessels results in blood loss. In the meantime, phospholipids released from the ruptured endothelial cellular membrane are converted into arachidonic...
Formation of Blood Clot
In case of deep injuries, trauma to blood vessels results in blood loss. In the meantime, phospholipids released from the ruptured endothelial cellular membrane are converted into arachidonic...
5.9K


