2019 № 2 Application of a neural network machine learning method to complication diseases treatment in hemodialysis patients
2018 № 1 he process of medical software testing in the context of «Maximus» – the information analytical system of management of the treatment and diagnostics process
The process of medical software testing shall be regarded as an activity which has to be performed during the whole development and technical support process of any medical information system. The testing system described is being aimed to increase the quality of developed software via establishing discovering process, documenting and verifying the clearing of errors, and is an important part of design and technical support on implementation, operation and software evolution
2019 № 1 Maximus Intellectual Information and Analytical System for Medicine and Healthcare
This article discusses the relevance, purpose, functions and capabilities of intelligent information and analytical modules of diagnostic and treatment processes management systems, on the base of the use of Maximus system in the regional network of clinics of Nefrosovet group, as well as in relation to medicine and healthcare in Russia as a whole. It justifies the importance of automating the data collection, starting from the diagnosis and treatment process to the middle and upper levels of analysis and reporting. Article presents a line of business intelligence software services and decision support systems – process control center, visual analyzer of DTP parameters and reporting system, analytical patient registry, diagnostic machine, causal patient model, diagnostic and treatment programs, etc., using the nephrology service with hemodialysis, treatment of complications and associated diseases as an example.
The architecture of presented system is service oriented and multiplatform. Article also describes the structures of Maximus BI and DSS subsystems, as well as the architecture of one of the main services – diagnostic and treatment programs. Article shows modern information technologies for managing business processes used in the system, as well as selected user interfaces and solutions.