Smart Healthcare Management Evaluation using Fuzzy Decision Making Method

Smart healthcare has become a health policy services that utilize technologies including wearables, the Internet of things, smartphones, etc., to access information continuously and to link patients, equipment and medical facilities, and then effectively handles and responds in an intelligent way to the needs of medical ecosystems. The smart healthcare management system digitally helps the patient to have used medical assistance and services like emergency response, diagnostic service, and surveillance services at any time and in any location. The evaluation of such a management system must be studied for innovative ideas similar to direct healthcare services. Therefore, this study proposes a Smart Healthcare Management Evaluation using Fuzzy Decision Making (SHME-FDM) method to assess the technological integration efficiency. This study thus evaluates the privacy protection of healthcare data of the smart healthcare management system using the Fuzzy Analytical Hierarchy Process- Technique for Order of Preference by Similarity to Ideal Solution (Fuzzy AHP-TOPSIS). Here, this study uses the fuzzy-based neural network for healthcare predictions. The experimental analysis evaluates the accuracy, reliability and error rate of the fuzzy results. The security risk analysis findings show that the proposed fuzzy model can give the highest risk evaluation performance compared to existing models.

Formation of the Healthcare Management System during the Establishment of Belarusian Soviet Statehood (1917–1921)

The article characterizes the formation of the healthcare management system during the establishment of the Bolsheviks power in Belarus in the 1917–1921s. The prerequisites, conditions and stages of development of the Soviet administrative medical authorities, their structure and competence have been identified on the basis of analysis carried out with the help of archival documents, periodicals of the studied period and personal sources. It is proved that the approval of the Soviet principles of qualification, accessibility and free medical care was complicated by the German-occupated Belarus in 1918 and the adverse epidemiological situation caused by refugees’ migration during the First World War. After the retreat of the German troops the governments of the Soviet Socialist Republic of Belarus and the Soviet Socialist Republic of Lithuania and Belarus formed the People’s Commissariat of Healthcare as a supreme medical management body. However, the permanent changes in the government and its relocation during the advance of Polish troops determined the low efficiency of measures for the public health protection and anti-epidemic activities. In the conditions of disintegration of these state entities, their authorities and executive bodies, the local administrative structures such as provincial and county healthcare departments had acquired a leading role in providing medical care to the population. The final formation of the healthcare management system refers to the end of the hostilities of the Polish-Soviet War, when, along with the restoration of the Soviet Socialist Republic of Belarus, its People’s Commissariat of Healthcare was recreated.