人工智能是如何塑造医学成像技术的:创新和应用的调查
1ISEP-School of Engineering, Polytechnic Institute of Porto, 4200-465 Porto, Portugal.
Bioengineering (Basel, Switzerland)
|December 23, 2023
概括
人工智能 (AI) 正在彻底改变医学成像,提高诊断准确性和效率. 放射学和病理学中的AI应用可以改善早期疾病检测,并个性化患者治疗计划,以获得更好的医疗结果.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 医疗保健技术 技术 医疗保健 技术
背景情况:
- 人工智能 (AI) 的整合正在改变医学成像和医疗保健服务.
- 人工智能创新显著影响医疗诊断和患者护理.
- 这个领域正在迅速发展,有新的AI技术和应用.
研究的目的:
- 审查AI在医学成像中的最新创新和应用.
- 突出AI对诊断准确性,效率和患者结果的影响.
- 探索AI在改变医学诊断和个性化治疗中的作用.
主要方法:
- 对尖端人工智能发展的文献综述.
- 在放射学,病理学和心脏病学等各个医学领域探索AI应用.
- 分析AI在图像分析和解释中的作用.
主要成果:
- 人工智能,包括深度学习,卷积神经网络和生成对抗网络,提高了医学图像分析的准确性和效率.
- 人工智能能够快速检测放射和视网膜图像中的异常.
- 基于人工智能的工具加快图像解释,改善早期疾病检测,并促进个性化治疗计划.
结论:
- 人工智能代表了医学成像学的范式转变,彻底改变了诊断和患者护理.
- 人工智能集成通过改进的诊断和个性化医疗优化了医疗保健服务.
- 人工智能准备好继续积极塑造医疗保健的未来.
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