Extracting Data from Medical Records for Monitoring Diseases and Generating Medical Alerts

1 - Academy of Economic Studies, Bucharest; oanavirgolici2022@gmail.com

2 - Academy of Economic Studies, Bucharest; ramona.bologa@ie.ase.ro

3 - Carol Davila University of Medicine and Pharmacy, Bucharest; raluca.costache@umfcd.ro

4 - Academy of Romanian Scientists, Bucharest

5 - Carol Davila University of Medicine and Pharmacy, Bucharest; andrei-catalin.costache2023@stud.umfcd.ro

6 - Carol Davila University of Medicine and Pharmacy, Bucharest; bogdana.virgolici@umfcd.ro

DOI: https://doi.org/10.55453/rjmm.2024.127.6.4

Received: March 2, 2024

Accepted: May 24, 2024

Abstract:

Background: Automated data processing is creating and implementing technology that automatically processes data. This computer tool is recommended for doctors because it supports their everyday work, assists in medical diagnosis, and enhances patient care. The aim of this paper is to propose an informatic tool that can extract the values of some parameters of interest from blood test sheets in order to get medical alerts and to monitor the chronic disease. Methods: An application, written in Python, was developed Results: The computer tool extracted automatically the values of glucose, triglycerides, HDL-cholesterol, total cholesterol, and LDL-cholesterol from medical sheets (text-based file or graphic file, respectively), and saved them in a database, accessed and represented in a graphic form the most recent values of these parameters; alerts according to metabolic syndrome criteria and Framingham risk score were generated. Conclusions: This tool contributes to the management of the medical process, saving precious time and helping the doctor in detecting current or future health problems.

Keywords:

Extracting Data from Medical Records for Monitoring Diseases and Generating Medical Alerts

Cite this article

APA Style

Vîrgolici, O., Bologa, A., Costache, R., Costache, A., & Vîrgolici, B. (2025). Extracting Data from Medical Records for Monitoring Diseases and Generating Medical Alerts. Romanian Journal of Military Medicine, No.6 / 2024, Vol. CXXVII, November. https://doi.org/https://doi.org/10.55453/rjmm.2024.127.6.4

Vancouver Style

Vîrgolici O, Bologa A, Costache R, Costache A, Vîrgolici B. Extracting Data from Medical Records for Monitoring Diseases and Generating Medical Alerts. Romanian Journal of Military Medicine No.6 / 2024, Vol. CXXVII, November. 2025. DOI: https://doi.org/10.55453/rjmm.2024.127.6.4.

Harvard Style

Vîrgolici, O. et al. 2025, 'Extracting Data from Medical Records for Monitoring Diseases and Generating Medical Alerts', Romanian Journal of Military Medicine, No.6 / 2024, Vol. CXXVII, November, DOI: https://doi.org/10.55453/rjmm.2024.127.6.4.