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生物医学应用的AI集成微型/纳米机器人:设计,制造和功能方面的最新进展
Prashant Kishor Sharma1, Chia-Yuan Chen1
1Department of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan.
Biosensors
|December 24, 2025
概括
人工智能 (AI) 和微型/纳米机器人正在为自主分析的生物传感技术带来革命. 由人工智能驱动的微型/纳米机器人提供先进的诊断和个性化医疗,克服当前的挑战.
科学领域:
- 生物医学工程 生物医学工程
- 人工智能的人工智能
- 纳米技术 纳米技术
背景情况:
- 微/纳米机器人和人工智能集成正在改变生物传感.
- 微型机器人可以在生物环境中进行传感和治疗.
- 人工智能算法为生物传感提供控制和信号解释.
研究的目的:
- 审查人工智能支持的生物医学传感微型/纳米机器人的最新进展.
- 突出诊断,体内传感和个性化医学的应用.
- 讨论该领域的挑战和未来方向.
主要方法:
- 制造技术包括光刻法,软刻法,纳米打印,3D打印和自组装.
- 整合人工智能算法,机器学习 (ML) 和深度学习 (DL) 以实现自主操作.
- 在生物传感中对人工智能支持的微型/纳米机器人的当前文献的综述.
主要成果:
- 由人工智能驱动的微型/纳米机器人可以实现自主,自适应,高分辨率的生物分析.
- 在复杂的生物环境中成功导航和有针对性的行动.
- 在临床诊断,体内传感和器官芯片系统中展示了潜力.
结论:
- 支持人工智能的微型/纳米机器人代表了生物传感技术的重大进步.
- 这些系统有望实现智能,响应和临床转型应用.
- 解决可扩展性,能源,数据和控制方面的挑战对于未来的发展至关重要.
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