The paper reviews methods and systems for data mining in healthcare and systems for natural language processing of clinical texts. We analyze the typical data structure of the multidisciplinary pediatric center and identify the tasks and objectives of mining these data. We also propose the architecture of a system for complex mining of medical data and texts and choose the program platforms for the implementation of the system.
PDF at the Proceeding of the Institute for Systems Analysis of the Russian Academy of Science journal (in Russian): www.isa.ru/proceedings/index.php?option=com_content&view=article&id=887
e-LIBRARY: https://elibrary.ru/item.asp?id=25495877
RUDN University. Repository: https://repository.rudn.ru/en/records/article/record/24146/
Baranov A. A., Namazova-Baranova L. S., Smirnov I. V., Devyatkin D. A., Shelmanov A. O., Vishneva E. A., Antonova E. V., Smirnov V. I., Latyshev A. V. Methods and means of the complex intellectual analysis of medical data // Works of Institute of the system analysis of the Russian Academy of Sciences. - 2015. - Volume 65. - No. 2. – Page 81-93.