ARTÍCULO
TITULO

Analysis of the structure of the medical decision support rules system based on the dependency graph

Ruslan Vafin    
Rashit Nasyrov    
Rustem Zulkarneev    

Resumen

Currently, one of the promising areas in medicine is personalized medicine, which allows selecting the optimal treatment for each individual patient. Within the framework of the national program "Digital Economy of the Russian Federation", artificial intelligence technologies are the most promising for solving the problems of personalized medicine. The most important areas of application of artificial intelligence is the analysis of a large volume of medical texts, for example, electronic medical records or various professional medical literature, as well as image recognition of various formats. Currently, a large amount of medical knowledge about various diseases has been accumulated, formalized in the form of clinical guidelines (CG). For general practitioners, the need to regularly master a large volume of textual medical information leads to information overload, and, accordingly, a decrease in the effectiveness of the processes of diagnosis, treatment and rehabilitation of patients. The main direction for solving this problem is the use of clinical decision support systems (CDSS), which are based on the decision-making rules formulated on the basis of the CG. This article discusses an analysis of a structure of relationship in decision rules system for CDSS, implemented in the logic programming language Prolog.

 Artículos similares

       
 
Ruiqian Wang, Dan Yao, Jie Zhang, Xinbiao Xiao and Ziyan Xu    
The body of a high-speed train is a composite structure composed of different materials and structures. This makes the design of a noise-reduction scheme for a car body very complex. Therefore, it is important to clarify the key factors influencing sound... ver más
Revista: Acoustics

 
Zhongchu Tian and Binlin Xu    
As important load-bearing structures, suspension cables have been widely used in suspension bridges, engineering ropeways, cable suspension systems and other special equipment. Their dynamic problems have always been a research hotspot. Especially for co... ver más
Revista: Applied Sciences

 
Jianrong Cai, Aimei Zhang, Xufang Li, Congzhan Liu, Yongping Li, Zhongxue Xin, Zhengwei Li and Xuefeng Lu    
AliCPT-1 is the first cosmic microwave background (CMB) experiment in China dedicated to achieving accurate measurements of B-mode polarization. Situated in Ali of Tibet, China, this telescope is currently undergoing deployment and will operate in two fr... ver más
Revista: Applied Sciences

 
Yuyan Zheng, Jianhua Qu and Jiajia Yang    
Similarity measures in heterogeneous information networks (HINs) have become increasingly important in recent years. Most measures in such networks are based on the meta path, a relation sequence connecting object types. However, in real-world scenarios,... ver más
Revista: Applied Sciences

 
Amalia Moutsopoulou, Markos Petousis, Georgios E. Stavroulakis, Anastasios Pouliezos and Nectarios Vidakis    
In this study, we created an accurate model for a homogenous smart structure. After modeling multiplicative uncertainty, an ideal robust controller was designed using µ-synthesis and a reduced-order H-infinity Feedback Optimal Output (Hifoo) controller, ... ver más
Revista: Algorithms