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医学GPT的研发现状和应用前景

Current status and application prospect of medical GPT

张宇鸣1,白春学2*

1. 中国信息通信研究院,北京 100191

2. 复旦大学附属中山医院呼吸及危重症医学科,上海 200032

[作者简介] 张宇鸣, 硕士. E-mail: 13901725500@139.com

* 通信作者(Corresponding author). Tel: 021-64041990, E-mail: bai.chunxue@zs-hospital.sh.cn

[基金项目] 上海市健康科普人才能力提升专项(JKKPYC-2023-A20), 上海市科学技术委员会上海工程技术研究中心建设计划(20DZ2254400), 上海市科技创新行动计划(21DZ2200600), 上海市市级科技重大专项(ZD2021CY001), 上海市临床重点专科建设项目(shslczdzk02201). Supported by Project of Promoting Ability of Medical Science Popularization for Young Talents in Shanghai (JKKPYC-2023-A20), Establishment of Shanghai Engineering Technology Research Center of Science and Technology Commission of Shanghai Municipality (20DZ2254400), Shanghai Action Plan for Science, Technology and Innovation (21DZ2200600), The Shanghai Municipal Science and Technology Major Project (ZD2021CY001), Shanghai Municipal Key Clinical Specialty (shslczdzk02201).

[收稿日期] 2024-03-15 [接受日期] 2024-03-25 [发表日期] 2024-03-28


伦理声明    无。

利益冲突    所有作者声明不存在利益冲突。

作者贡献    张宇鸣:论文撰写、修改;白春学:文章选题。

DOI: https://doi.org/10.61189/957409nduxxq

摘要/Abstract

医学GPT作为人工智能技术应用于医疗领域的1项重要技术,已经在医疗影像分析、电子病历解读、疾病预测与诊断、健康管理等多个领域开展探索性应用,并展现出显著的应用潜力。通过深度学习和自然语言处理技术的应用,医学GPT能够处理和分析大量医学文献和临床数据,从而具备了较强的医学知识和推理能力。研究表明,医学GPT在智能诊断、健康管理、医学图像分析、药物研究与优化以及医学教育与培训等方面均有广泛的应用前景。然而,尽管技术不断进步,医学GPT的发展仍面临数据质量、隐私保护、安全性、伦理法规等挑战。未来的发展需要在技术创新与伦理法规之间找到平衡点,以确保医学GPT能够健康、稳定地发展,并为医疗健康领域带来更多的革新和价值。

Medical GPT, as a significant application of artificial intelligence technology in the healthcare field, has been explored in various areas, including medical imaging analysis, electronic medical record interpretation, disease prediction and diagnosis, and health management, demonstrating considerable potential for application. By using deep learning and natural language processing technologies, medical GPT can process and analyze vast amounts of medical literature and clinical data, thereby acquiring robust medical knowledge and reasoning capabilities. Current researches indicates that medical GPT has extensive application prospects in areas including intelligent diagnosis, health management, medical image analysis, drug research and optimization, and medical education and training. However, despite continuous technological advancements, the development of medical GPT still faces challenges in terms of data quality, privacy protection, security, and ethical regulations. Future development will require striking a balance between technological innovation and ethical regulations to ensure that medical GPT can evolve stably and healthily, bringing further innovation and value to the healthcare.

关键词/Keywords: 医学GPT;自然语言处理;数据安全 / medical GPT; natural language processing; data security

张宇鸣白春学. 医学GPT 的研发现状和应用前景[J]. 元宇宙医学, 2024, 1(1): 52-58.

ZHANG Y M, BAI C X. Current status and application prospects of medical GPT[J]. Metaverse Med, 2024, 1(1): 52-58.

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