Profiling Lung Cancer Patients Using Electronic Health Records

被引:14
作者
Menasalvas Ruiz, Ernestina [1 ,2 ]
Manuel Tunas, Juan [1 ]
Bermejo, Guzman [1 ]
Gonzalo Martin, Consuelo [1 ]
Rodriguez-Gonzalez, Alejandro [1 ,2 ]
Zanin, Massimiliano [1 ]
Gonzalez de Pedro, Cristina [3 ]
Mendez, Marta [3 ]
Zaretskaia, Olga [3 ]
Rey, Jesus [4 ]
Parejo, Consuelo [4 ]
Cruz Bermudez, Juan Luis [2 ,4 ]
Provencio, Mariano [3 ]
机构
[1] Univ Politecn Madrid, Ctr Tecnol Biomed, Campus Montegancedo, Madrid 28223, Spain
[2] Univ Politecn Madrid, Dept Lenguajes & Sistemas Informat & Ingn Softwar, Escuela Tecn Super Ingenieros Informat, Campus Montegancedo, E-28660 Madrid, Spain
[3] Hosp Univ Puerta de Hierro Majadahonda, Med Oncol Serv, Madrid 28222, Spain
[4] Hosp Univ Puerta de Hierro Majadahonda, Unidad TIC IIS, Madrid 28222, Spain
基金
欧盟地平线“2020”;
关键词
Natural language processing; Electronic health records; Lung cancer; Telemedicine; SMOKING; CARE;
D O I
10.1007/s10916-018-0975-9
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
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.
引用
收藏
页数:10
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