Title :
Personal characteristics embedding possibilities into the risk assessment process
Author :
Toth-Laufer, Edit ; Takacs, Marta ; Rudas, Imre J.
Author_Institution :
Donat Banki Fac. of Mech. & Safety Eng, Obuda Univ., Budapest, Hungary
Abstract :
In patient monitoring systems the user-specific evaluation is essential to obtaining realistic result. This criterion poses a difficult task for the experts, because the large number of input factors and the complex interactions between them is hard to manage. In this paper some possibilities are presented, which can effectively be used to handle this task by different threshold definitions. The basic system is a fuzzy logic-based risk assessment framework which can handle the subjectivity, imprecision and uncertainty, which are often arising in the data and in the evaluation process in the cases of medical applications. The patient-specific assessment is ensured by a personal profile, which is stored in a well-structured database including the threshold values belonging to each monitored parameter.
Keywords :
database management systems; fuzzy logic; fuzzy set theory; medical computing; patient monitoring; risk management; uncertainty handling; fuzzy logic-based risk assessment framework; imprecision handling; medical applications; patient monitoring systems; patient-specific assessment; personal profile; subjectivity handling; threshold definitions; uncertainty handling; user-specific evaluation; well-structured database; Biomedical monitoring; Blood pressure; Heart rate; Mathematical model; Monitoring; Risk management; Training;
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2014 IEEE 12th International Symposium on
Conference_Location :
Subotica
DOI :
10.1109/SISY.2014.6923595