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生物医学工程中的人工智能及其对医疗结构的影响:当前和未来的前景
Divya Tripathi1, Kasturee Hajra2, Aditya Mulukutla1
1School of Health Sciences, University of Petroleum and Energy Studies, Dehradun 248007, Uttarakhand, India.
Bioengineering (Basel, Switzerland)
|February 26, 2025
概括
人工智能 (AI) 正在改变医疗保健,使智能系统能够分析大量数据用于诊断和慢性健康监测. 由人工智能驱动的生物医学工程,包括生物传感器,有望实现高度准确,非侵入性的医疗进步.
科学领域:
- 生物医学工程 生物医学工程
- 计算机科学 计算机科学
- 数据科学数据科学数据科学
背景情况:
- 人工智能 (AI) 整合了计算机科学和数据科学,以创建能够分析大型数据集的智能系统.
- 人工智能的数据分析能力对于各种领域的进步至关重要,尤其是医疗保健.
- 人工智能在生物医学工程中的应用正在迅速扩大,推动医疗技术的创新.
研究的目的:
- 引入人工智能 (AI) 和其基本原则.
- 探索人工智能在生物医学工程和医疗保健技术中的关键作用.
- 突出新兴的人工智能应用在诊断,医学成像和健康监测.
主要方法:
- 审查当前的人工智能技术及其子领域.
- 分析AI对生物医学工程的影响,重点关注像生物传感器这样的AI支持设备.
- 检查AI在医学诊断,计算机视觉和实时健康监测中的应用.
主要成果:
- 人工智能正在彻底改变医疗保健技术,对生物医学工程产生重大影响.
- 基于人工智能的生物传感器提供了检测生理异常并实现慢性健康跟踪的能力.
- 有前途的AI应用包括高度准确的非侵入性诊断,如先进的成像和语音生物标志物分析.
结论:
- 人工智能在医疗保健中的应用预计将是相当大的.
- 人工智能将带领未来的医学,特别是在诊断能力方面.
- 人工智能驱动的生物医学工程创新将增强患者护理和健康监测.
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