Naslov (srp)

Primena IT u unapređenju kvaliteta transporta pacijenata

Autor

Jovanović, Željko 1982-

Doprinosi

Janković, Dragan 1967-
Stoimenov, Leonid
Milentijević, Ivan
Predić, Bratislav
Peulić, Aleksandar

Opis (eng)

Patients transport is a very important part of the medical services. It shouldn’t negatively affect the patient's health. Vibrations as a result of various transport factors have the greatest impact on its quality. That’s why the system for improving patient transport quality based on vibration comfort is of great importance. The aim of the research is to improve the conditions of the patients and the medical personnel transport by using advanced information technologies. For this purpose, a client server information system is developed. The client part of the information system is developed as the Android application which measure transport comfort. The client part of the information system is developed as an android application that measures the comfort of transportation. It sends measured values to the server part of the system for centralized review and processing. The server part of the information system, developed as a Java web application, collects information from all the client’s applications and performs a central processing. It enables generation of the road map as well as various of other analyzes across the dataset. The patient's sensitivity to transportation comfort depending on his medical condition was also analyzed. The patient's sensitivity to transportation comfort depending on his medical condition was also analyzed. As a result, tables of classifications and adjustments of the desired comfort level according to the patient's medical condition were created. In accordance with the complexity of the problem, machine learning techniques have been implemented for more precise transport comfort level classification. Three types of classifiers have been trained and successfully tested. The obtained results are presented and compared.

Opis (srp)

Bibliografija: listovi 114-118. Datum odbrane: 19.10.2020. Electrical and Computer Engineering (Computer Science);Medical informatics

Jezik

srpski

Datum

2020

Licenca

Ovo delo je licencirano pod uslovima licence
Creative Commons CC BY-NC-ND 2.0 AT - Creative Commons Autorstvo - Nekomercijalno - Bez prerada 2.0 Austria License.

http://creativecommons.org/licenses/by-nc-nd/2.0/at/legalcode