革命还是常规生活? 在胸部手术结果中比较人工智能和传统成像:系统性审查
Raluca Oltean1, Liviu Oltean1, Andreea Nelson Twakor2
1Carol Davila University of Medicine and Pharmacy, Bucharest, Romania.
Journal of medicine and life
|September 29, 2025
概括
人工智能 (AI) 和机器学习 (ML) 正在彻底改变手术后胸部成像. 这些技术增强了早期并发症检测和自动化任务,改善了患者的护理和结果.
科学领域:
- 放射学 放射学是一门学科.
- 胸部外科手术 胸部外科手术
- 医疗成像医学成像
背景情况:
- 人工智能 (AI) 和机器学习 (ML) 在术后胸部手术成像中变得越来越重要.
- 传统的成像方法在检测微妙的术后并发症方面存在局限性.
研究的目的:
- 审查AI和ML在术后胸部成像中的当前和未来应用.
- 将AI/ML与传统的成像技术进行比较.
- 突出AI/ML对患者护理和结果的影响.
主要方法:
- 关于AI和ML应用在胸部手术成像中的综合文献综述.
- 对AI/ML算法的分析,用于检测诸如感染,泄漏和溢出等并发症.
- 探索新兴的人工智能技术,如深度学习和神经网络.
主要成果:
- 人工智能和ML在早期检测术后并发症方面显示出显著的潜力.
- 通过AI/ML自动化例行成像任务,提高了放射科医生的效率.
- 先进的算法增强图像分析,以提高诊断准确度.
结论:
- 人工智能和机器学习正在改变术后胸部成像,提高效率和诊断能力.
- 这些技术对改善患者护理和外科手术结果产生了深远的影响.
- 人工智能的未来进展将进一步完善胸部外科手术中的医学成像.
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