聊天机器人的概述,特别强调在医学科学中支持人工智能的ChatGPT
Chiranjib Chakraborty1, Soumen Pal2, Manojit Bhattacharya3
1Department of Biotechnology, School of Life Science and Biotechnology, Adamas University, Kolkata, West Bengal, India.
Frontiers in artificial intelligence
|November 29, 2023
概括
像ChatGPT这样的大型语言模型正在彻底改变医疗保健,为AI在医学中提供了新的可能性. 进一步的研究是必要的,以充分实现这些先进的人工智能聊天机器人在临床实践中的潜力.
科学领域:
- 人工智能在医学中的应用
- 自然语言处理 (NLP) 是一种自然语言处理.
- 医疗保健技术 技术 医疗保健 技术
背景情况:
- 聊天GPT的出现激起了人们对医疗应用的基于AI的聊天机器人的重大兴趣.
- 大型语言模型 (LLM) 正在越来越多地探索其在医疗保健中的潜力.
研究的目的:
- 为医疗领域提供聊天机器人和ChatGPT的全面审查.
- 讨论聊天机器人和法学士的演变,架构和医疗应用.
- 检查ChatGPT在医学诊断,治疗和研究伦理方面的具体作用.
主要方法:
- 对医学中聊天机器人和大型语言模型的现有文献的审查.
- 对ChatGPT的架构,培训和功能进行分析.
- 对ChatGPT与其他NLP模型进行比较评估.
主要成果:
- 聊天机器人已经发生了显著的进化,医疗用例越来越多.
- 聊天GPT在医学诊断,治疗建议和研究方面显示出潜力.
- 确定了ChatGPT在医疗保健中的伦理考虑和局限性.
结论:
- 基于人工智能的聊天机器人,特别是ChatGPT,对医疗保健的未来有着巨大的前景.
- 持续的研究对于克服局限性和优化LLM在医学中的应用至关重要.
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