一个抽取综合性资源的方案
Ivy Cerelia Valerie1,2, Patrick R Alba3,4, Georgina Kennedy1,2
1South Western Sydney Clinical School, Faculty of Medicine, UNSW, Australia.
Studies in health technology and informatics
|August 8, 2025
概括
准确地描述患者吸烟史对于癌症治疗至关重要. 我们创建了一个模式,从患者记录中提取详细的吸烟模式,改进基于证据的治疗.
科学领域:
- 在瘤学瘤学.
- 医疗信息学 医疗信息学
- 公共卫生 公共卫生
背景情况:
- 患者吸烟史对于基于证据的癌症治疗至关重要.
- 目前捕捉吸烟史的方法往往不足以进行详细分析.
- 对吸烟行为的纵向数据是必要的,以了解其对癌症治疗的影响.
研究的目的:
- 开发一个全面的图表来描述患者的纵向吸烟史.
- 为了量化吸烟消费的行为模式.
- 支持从自由文本临床笔记中自动提取吸烟数据.
主要方法:
- 为吸烟史开发一个结构化数据方案.
- 吸烟参数的量化:物质,方式,近期,数量和戒烟努力.
- 应用该方案从自由文本患者病史中提取数据.
主要成果:
- 成功开发了一个图表,以捕捉详细的纵向吸烟史.
- 确定了吸烟消费的可量化的行为模式.
- 该图表可以从非结构化的临床文本中提取关键的吸烟数据.
结论:
- 开发的方案增强了患者吸烟史的表征.
- 这种方法通过改进数据提取来支持更精确,基于证据的癌症护理.
- 自动提取详细的吸烟模式可以显著帮助临床决策和研究.
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