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桥梁手术瘤学和个性化医学:人工智能和机器学习在胸部手术中的作用

Aisha Ijlal¹, Hassan Mumtaz², Syed Muhammad Hassan³

¹Jinnah Sindh Medical University, Karachi,Pakistan.

Annals of medicine and surgery (2012)

|June 9, 2025

概括

人工智能 (AI) 和机器学习 (ML) 在优化胸部外科瘤学方面表现有前途. 这些技术可以提高早期肺癌检测,提高手术精度,个性化患者护理,从而带来更好的结果.

科学领域:

在瘤学瘤学.
胸部外科手术胸部外科手术
医疗成像医学成像
人工智能的人工智能

背景情况:

肺癌是癌症死亡的主要原因,通常在晚期被诊断出来.
早期检测和个性化医疗对于改善患者预后至关重要.
整合AI和ML为肺癌管理提供了潜在的进步.

研究的目的:

探索AI和ML如何优化胸部外科瘤学.
研究AI/ML在肺癌早期检测,手术精度和个性化护理中的作用.
审查AI/ML在胸部瘤学中的当前应用,局限性和未来潜力.

主要方法:

在胸部外科瘤学中对AI和ML应用的当前文献的综述.
分析人工智能驱动的技术,如深度学习和预测模型.
在手术过程中检查人工智能驱动的机器人.

主要成果:

AI/ML在识别肺结节和预测治疗反应方面表现出有效性.
人工智能技术可以减少诊断错误,提高手术精度.
人工智能驱动的机器人有助于改善患者的康复.

结论:

人工智能和机器学习具有重大潜力,可以彻底改变胸部外科瘤学.
解决数据标准化和道德问题等挑战对于人工智能采用至关重要.
未来的AI/ML整合可以推进个性化肺癌护理,并改善患者的治疗结果.

关键词:

人工智能的人工智能是人工智能.大数据就是大数据.机器学习是机器学习.个性化医疗是个性化的医疗.手术瘤学手术瘤学胸部外科手术胸部外科手术

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