利用生成性人工智能工具支持医疗保健研究中数字解决方案的开发:案例研究
Danissa V Rodriguez1, Katharine Lawrence1,2, Javier Gonzalez2
1Department of Population Health, New York University Grossman School of Medicine, New York, NY, United States.
JMIR human factors
|March 6, 2024
概括
像ChatGPT这样的生成人工智能 (AI) 工具可以加速医疗技术的发展. 这种人工智能有助于创建数字健康干预措施,提高软件工程的效率和协作.
科学领域:
- 医疗卫生技术 技术 技术
- 数字健康干预措施 数字健康干预措施
- 医疗保健中的人工智能
背景情况:
- 生成型人工智能 (AI) 为医疗技术产品开发提供了变革性的潜力.
- 人工智能可以提高编码质量,效率,文档和质量评估过程.
研究的目的:
- 评估ChatGPT在开发数字健康行为改变干预中的应用.
- 专注于支持患者参与数字糖尿病预防计划.
主要方法:
- 评估了ChatGPT在产品概念化,干预内容创建和软件工程方面的能力.
- 评估了ChatGPT生成的输出与人类生成的输出,使用可理解性,可用性和效率等指标.
- 包括来自不同科学背景的11名经验丰富的评估员.
主要成果:
- 聊天GPT产生的输出通常在关键指标上获得了积极的评级.
- 展示了ChatGPT支持开发人员更快地创建高质量的产品的能力.
- 促进了技术和非技术团队成员之间的更好的沟通和理解.
结论:
- 对于研究人员来说,ChatGPT在整个软件开发生命周期中都是一个有价值的促进者.
- 支持从初始产品概念化到代码生成的过程.
- 促进医疗技术的快速,用户友好的计算解决方案的开发.
关键词:
聊天GPT 聊天GPT 在线聊天基因AI是基因的人工智能.法学士 (LLM) 是一个专业.在法律上,LLMs.在NLP中,我们使用了NLP.应用程序 应用程序 应用程序申请申请表 申请表 申请表应用程序 应用程序 应用程序应用程序 应用程序 应用程序人工智能的人工智能是人工智能.改变行为 改变行为改变行为,改变行为.开发者 开发者 开发者开发人员是开发人员.糖尿病 糖尿病患者 糖尿病患者预防糖尿病 预防糖尿病糖尿病的糖尿病患者.数字健康数字健康数字化处方数字化处方参与 参与 参与 参与产生性的产生性.语言模型语言模型语言模型语言模型移动健康 移动健康 移动健康 移动健康移动健康的移动健康自然语言处理自然语言处理.软件 软件 软件 软件 软件软件工程 软件工程 软件工程相关概念视频
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