人工智能在医学上的漫长旅程:概述
1Villa Santa Maria Foundation, Tavernerio, Italy. enzo.grossi@bracco.com.
Clinical and experimental rheumatology
|May 8, 2025
概括
人工智能 (AI) 从哲学和数学中演变,在1956年正式形成. 现代人工智能,包括机器学习和大型语言模型,现在正在彻底改变医学等领域,重点是负责任的部署.
科学领域:
- 计算机科学 计算机科学
- 哲学 哲学 是一个哲学.
- 应用数学 应用数学 应用数学
背景情况:
- 人工智能 (AI) 的起源可以追溯到早期的哲学和应用数学.
- 人工智能的正式学科是在1956年达特斯会议上建立的.
- 早期的AI专注于象征性推理和解决问题,在游戏和数学中展示机器的能力.
研究的目的:
- 追踪人工智能的历史发展.
- 突出导致现代人工智能应用的关键进展.
- 强调负责地在医疗保健中部署人工智能的日益重要.
主要方法:
- 对人工智能的哲学和数学根源的历史分析.
- 审查包括达特斯会议和早期人工智能系统在内的关键里程碑.
- 检查机器学习,神经网络,深度学习和大型语言模型方面的进展.
主要成果:
- 人工智能已经从基本的解决问题演变为复杂的应用,如图像识别和自然语言处理.
- 由大数据和计算能力推动的机器学习和深度学习显著提升了AI能力.
- 大型语言模型代表了最近的飞跃,使复杂的任务和创造性的输出.
结论:
- 人工智能从理论概念到实际应用的旅程一直以持续的创新为标志.
- 人工智能的越来越强大,需要为负责任的部署制定框架,特别是在医学等关键领域.
- 未来的人工智能开发强调最大限度地提高人类健康的益处,同时解决道德问题.
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