Profiling Lung Cancer Patients Using Electronic Health Records

Ernestina Menasalvas Ruiz, Juan Manuel Tuñas, Guzmán Bermejo,Consuelo Gonzalo Martín, Alejandro Rodríguez-González,Massimiliano Zanin, Cristina González de Pedro,Marta Méndez, Olga Zaretskaia, Jesús Rey,Consuelo Parejo, Juan Luis Cruz Bermudez,Mariano Provencio

Journal of Medical Systems(2018)

引用 15|浏览0
暂无评分
摘要
If Electronic Health Records contain a large amount of information about the patient’s condition and response to treatment, which can potentially revolutionize the clinical practice, such information is seldom considered due to the complexity of its extraction and analysis. We here report on a first integration of an NLP framework for the analysis of clinical records of lung cancer patients making use of a telephone assistance service of a major Spanish hospital. We specifically show how some relevant data, about patient demographics and health condition, can be extracted; and how some relevant analyses can be performed, aimed at improving the usefulness of the service. We thus demonstrate that the use of EHR texts, and their integration inside a data analysis framework, is technically feasible and worth of further study.
更多
查看译文
关键词
Natural language processing,Electronic health records,Lung cancer,Telemedicine
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要