Open AccessPromising directions of information technologies applications for improving of control and measuring devices in medical industry
Author(s) -
A. L. Zolkin,
V. D. Munister,
O Yu Bogaevskaya,
Alexei Valerievich Yumashev,
A N Kornetov
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/2094/3/032001
Subject(s) - scalability , computer science , consistency (knowledge bases) , atomicity , control (management) , risk analysis (engineering) , data science , industrial engineering , artificial intelligence , database transaction , database , engineering , medicine
The article deals with the problems of functioning and improvement of measuring and control devices in the medical industry. The classification, principles of organization of specialized, multifunctional and single-functional medical instrument and computer systems are considered. A model for solving the problem of scalability and availability through the use of non-relational data management systems that combine methods for achieving atomicity and data consistency is proposed. The promising diagnostic methods in medicine are described. The importance of a prompt assessment of the patient’s condition is emphasized. The optimization and modernization of the digital radiography using modern machine learning algorithms are given and justified.