Profiling Lung Cancer Patients Using Electronic Health Records.

Journal: Journal of medical systems
Published Date:

Abstract

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.

Authors

  • Ernestina Menasalvas Ruiz
    Centro de Tecnología Biomédica, Campus de Montegancedo, Universidad Politecnica de Madrid, Pozuelo de Alarcon, 28223, Madrid, Spain.
  • Juan Manuel Tuñas
    Centro de Tecnología Biomédica, Campus de Montegancedo, Universidad Politecnica de Madrid, Pozuelo de Alarcon, 28223, Madrid, Spain.
  • Guzmán Bermejo
    Centro de Tecnología Biomédica, Campus de Montegancedo, Universidad Politecnica de Madrid, Pozuelo de Alarcon, 28223, Madrid, Spain.
  • Consuelo Gonzalo Martín
    Centro de Tecnología Biomédica, Campus de Montegancedo, Universidad Politecnica de Madrid, Pozuelo de Alarcon, 28223, Madrid, Spain.
  • Alejandro Rodríguez-González
    ETS de Ingenieros Informáticos, Universidad Politécnica de Madrid, Campus de Montegancedo, Boadilla del Monte, 28660 Madrid, Spain. Electronic address: alejandro.rodriguezg@upm.es.
  • Massimiliano Zanin
    Centro de Tecnología Biomédica, Campus de Montegancedo, Universidad Politecnica de Madrid, Pozuelo de Alarcon, 28223, Madrid, Spain.
  • Cristina González de Pedro
    Medical Oncology Service, Hospital Universitario Puerta de Hierro de Majadahonda, Majadahonda, 28222, Madrid, Spain.
  • Marta Méndez
    Medical Oncology Service, Hospital Universitario Puerta de Hierro de Majadahonda, Majadahonda, 28222, Madrid, Spain.
  • Olga Zaretskaia
    Medical Oncology Service, Hospital Universitario Puerta de Hierro de Majadahonda, Majadahonda, 28222, Madrid, Spain.
  • Jesús Rey
    Hospital Universitario Puerta de Hierro de Majadahonda, Unidad TIC IIS, Majadahonda, 28222, Madrid, Spain.
  • Consuelo Parejo
    Hospital Universitario Puerta de Hierro de Majadahonda, Unidad TIC IIS, Majadahonda, 28222, Madrid, Spain.
  • Juan Luis Cruz Bermudez
    Escuela Técnica Superior de Ingenieros Informáticos, Departamento de Lenguajes y Sistemas Informáticos e Ingeniería del Software, Campus de Montegancedo, Universidad Politécnica de Madrid, Boadilla del Monte, 28660, Madrid, Spain.
  • Mariano Provencio
    Medical Oncology Department, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain.