在瘤学中的环境人工智能:采用,可行性,可接受性和适当性
Abigail E Baldwin-Medsker1, Susan Chimonas2, Suryan P Goyal1
1Digital Informatics and Technology Solutions, Memorial Sloan Kettering Cancer Center, New York, New York, United States.
Applied clinical informatics
|September 3, 2025
概括
环境人工智能 (AI) 书记显示了瘤学临床文档的潜力,提供者发现它们是可行的和可接受的. 需要进一步的研究来优化人工智能写字器在复杂的癌症治疗场景中的使用.
科学领域:
- 癌症学
- 医疗信息学
- 人工智能
背景情况:
- 提供者负担和对瘤临床文档的不满是重要的问题.
- 环境人工智能 (AI) 书记提供了一个潜在的解决方案来减轻这些负担.
- 现有的AI写字技术尚未针对瘤学的特定需求进行优化.
研究的目的:
- 评估与瘤学提供者的环境AI写字应用程序.
- 识别与瘤学中人工智能应用相关的机遇和潜在挑战.
- 评估人工智能书记的采用,可行性,可接受性和适当性.
主要方法:
- 在癌症中心进行了4个月的前性试点研究.
- 收集了定性 (采访) 和定量 (调查,使用数据) 数据.
- 包括31个瘤提供者;分析了使用AI书记的620次门诊.
主要成果:
- 94%的受访提供商至少有时使用人工智能编写的内容,这表明其可行性.
- 61%的人表示愿意继续使用,
- 适合性不同,在新访问中使用率高于后续访问 (12.2%).
结论:
- 环境人工智能书记在瘤学环境中展示了潜在的实用性.
- 提供者反表明需要继续投资和开发这项技术.
- 未来的研究应该集中在大规模评估上,以实现工作流程的效率和改善瘤学文档.
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