Literature DB >> 29855732

Profiling Lung Cancer Patients Using Electronic Health Records.

Ernestina Menasalvas Ruiz1,2, Juan Manuel Tuñas1, Guzmán Bermejo1, Consuelo Gonzalo Martín1, Alejandro Rodríguez-González3,4, Massimiliano Zanin1, Cristina González de Pedro5, Marta Méndez5, Olga Zaretskaia5, Jesús Rey6, Consuelo Parejo6, Juan Luis Cruz Bermudez2,6, Mariano Provencio5.   

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.

Entities:  

Keywords:  Electronic health records; Lung cancer; Natural language processing; Telemedicine

Mesh:

Year:  2018        PMID: 29855732     DOI: 10.1007/s10916-018-0975-9

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  8 in total

1.  Lung cancer and other causes of death in relation to smoking; a second report on the mortality of British doctors.

Authors:  R DOLL; A B HILL
Journal:  Br Med J       Date:  1956-11-10

2.  Smoking and lung cancer: recent evidence and a discussion of some questions. 1959.

Authors:  Jerome Cornfield; William Haenszel; E Cuyler Hammond; Abraham M Lilienfeld; Michael B Shimkin; Ernst L Wynder
Journal:  Int J Epidemiol       Date:  2009-09-22       Impact factor: 7.196

3.  Toxicity and response criteria of the Eastern Cooperative Oncology Group.

Authors:  M M Oken; R H Creech; D C Tormey; J Horton; T E Davis; E T McFadden; P P Carbone
Journal:  Am J Clin Oncol       Date:  1982-12       Impact factor: 2.339

4.  Lung cancer in women: analysis of the national Surveillance, Epidemiology, and End Results database.

Authors:  Jennifer B Fu; T Ying Kau; Richard K Severson; Gregory P Kalemkerian
Journal:  Chest       Date:  2005-03       Impact factor: 9.410

5.  Healthcare costs in patients with advanced non-small cell lung cancer and disease progression during targeted therapy: a real-world observational study.

Authors:  Karen E Skinner; Ancilla W Fernandes; Mark S Walker; Melissa Pavilack; Ari VanderWalde
Journal:  J Med Econ       Date:  2017-10-18       Impact factor: 2.448

6.  EGF receptor gene mutations are common in lung cancers from "never smokers" and are associated with sensitivity of tumors to gefitinib and erlotinib.

Authors:  William Pao; Vincent Miller; Maureen Zakowski; Jennifer Doherty; Katerina Politi; Inderpal Sarkaria; Bhuvanesh Singh; Robert Heelan; Valerie Rusch; Lucinda Fulton; Elaine Mardis; Doris Kupfer; Richard Wilson; Mark Kris; Harold Varmus
Journal:  Proc Natl Acad Sci U S A       Date:  2004-08-25       Impact factor: 11.205

7.  Economic burden of cancer across the European Union: a population-based cost analysis.

Authors:  Ramon Luengo-Fernandez; Jose Leal; Alastair Gray; Richard Sullivan
Journal:  Lancet Oncol       Date:  2013-10-14       Impact factor: 41.316

8.  [Can quality care of the oncology patient be improved? Results of the introduction of a healthcare help line in Oncological Nursing].

Authors:  Eduardo Jara González; Cristina Gonzalez de Pedro; David Pérez Callejo; Blanca Cantos; Mariano Provencio
Journal:  Aten Primaria       Date:  2014-06-02       Impact factor: 1.137

  8 in total
  2 in total

1.  Efficient and Accurate Extracting of Unstructured EHRs on Cancer Therapy Responses for the Development of RECIST Natural Language Processing Tools: Part I, the Corpus.

Authors:  Yalun Li; Yung-Hung Luo; Jason A Wampfler; Samuel M Rubinstein; Firat Tiryaki; Kumar Ashok; Jeremy L Warner; Hua Xu; Ping Yang
Journal:  JCO Clin Cancer Inform       Date:  2020-05

2.  Exploring the Association of Cancer and Depression in Electronic Health Records: Combining Encoded Diagnosis and Mining Free-Text Clinical Notes.

Authors:  Angela Leis; David Casadevall; Joan Albanell; Margarita Posso; Francesc Macià; Xavier Castells; Juan Manuel Ramírez-Anguita; Jordi Martínez Roldán; Laura I Furlong; Ferran Sanz; Francesco Ronzano; Miguel A Mayer
Journal:  JMIR Cancer       Date:  2022-07-11
  2 in total

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