350 rub
Journal Biomedical Radioelectronics №9 for 2016 г.
Article in number:
Synthesis of hybrid fuzzy collectives decision rules for the prediction and diagnosis of occupational diseases of workers of agricul-ture
Authors:
N.A. Korenevskij - Dr.Sc. (Eng.), Professor, Head of Department of Biomedical Engineering, Southwest State University, Kursk, Russia
E-mail: kstu-bmi@yandex.ru
A.O. Pozin - Chief Engineer, Agricultural Holding «Agribusiness», LLC «Bryansk Meat Company», Bryansk
Е-mail: kstu-bmi@yandex.ru
R.A. Krupchatnikov - Dr.Sc. (Eng.), Professor, Department of Biomedical Engineering , Southwest State University, Kursk, Russia
Е-mail: kstu-bmi@yandex.ru
Abstract:
In this paper we study the conditions of occurrence and development of occupational diseases of workers employed in the agri-cultural sector of the Central regions of Russia. Examines the structure of the incidence and types of signs used in problems of prediction and diagnosis of diseases such as diseases of the gastrointestinal tract, low back pain, vibration disease, cochlear neuritis, prostatitis, diseases of the cardiovascular system and the respiratory system.
It is shown that the most adequate mathematical apparatus for the decision of problems of forecasting and diagnostics of the studied class of diseases is the methodology of synthesis of hybrid fuzzy decision rules.
Using this methodology, the synthesized decision rules for the prediction and early diagnosis of osteochondrosis of the lumbar spine and chronic prostatitis. For this type of confidence in the decisions exceed the level of 0.85, which is considered acceptable in the practice of occupational medicine.
Pages: 52-56
References
- Kopteva N.A., Korenevskijj N.A. Prognozirovanie i diagnostika professionalnykh zabolevanijj u rabotnikov agropromyshlennogo kompleksa // Vestnik Kurskojj gosudarstvennojj selskokhozjajjstvennojj akademii. 2008. № 2. S. 14-16.
- Korenevskijj N.A., Bashir Abas Samakha, Gorbatenko S.A. Sintez gibridnykh nechetkikh pravil dlja prognozirovanija, ocenki i upravlenija sostojaniem zdorovja v ehkologicheski neblagoprijatnykh regionakh // Izvestija JUgo-Zapadnogo gosudarstvennogo universiteta. Ser. Upravlenie, vychislitelnaja tekhnika, informatika. Medicinskoe priborostroenie. 2013. № 4. S. 68-73.
- Korenevskijj N.A. Ispolzovanie nechetkojj logiki prinjatie reshenijj dlja medicinskikh ehkspertnykh sistem // Medicinskaja tekhnika. 2015. № 1(289). S. 33-35.
- CHursin G.V., Korenevskijj N.A., Korostelev A.I. i dr. Kompleksnaja ocenka ehrgonomicheskikh svojjstv transportnykh sredstv na osnove nechetkikh modelejj i ee ispolzovanie v zadachakh prognozirovanija i diagnostiki professionalnykh zabolevanijj // Sistemnyjj analiz i upravlenie v biomedicinskikh sistemakh. 2010. T. 9. № 1. S. 21-26.
- Zaden L.A. Adyances in Fuzzy Mathematics and Engineering: Fuzzy Sets and Fuzzy Information-Granulation Theory // Beijing Normal University Press. 2005.
- SHutkin A.N., Bojjcova E.A., Bojjcov A.V., Korenevskaja S.N. Ispolzovanie gibridnykh nechetkikh modelejj dlja ocenki stepeni utomlenija // Izvestija JUZGU. Ser. Upravlenie, vychislitelnaja tekhnika, informatika. Medicinskoe priborostroenie. 2015. № 2. S. 107-108.
- Bojjcova E.A., SHutkin A.N., Magerovskijj M.A. Ocenka urovnja funkcionalnykh rezervov organizma na osnove tekhnologii mjagkikh vychislenijj i modeli G. Rasha // Sistemnyjj analiz i uravnenie v biomedicinskikh sistemakh. 2015. T. 14. № 3. S. 577-584.
- Korenevskijj N.A., Bojjcov A.V., SHutkin A.N. i dr. Ispolzovanie teorii latentnykh peremennykh dlja ocenki urovnja psikhoehmocionalnogo naprjazhenija // Izvestija JUgo-Zapadnogo gosudarstvennogo universiteta. Ser. Upravlenie, vychislitelnaja tekhnika, informatika. Medicinskoe priborostroenie. 2015. № 3(16). S. 103-118.
- Efremov M.A., Korenevskijj N.A., Rodionov O.V., Filist S.A. Prognozirovanie vozniknovenija, rannjaja i differencialnaja diagnostika osteokhondroza pojasnichnogo otdela pozvonochnika na osnove nechetkojj logiki prinjatija reshenijj // Sistemnyjj analiz i upravlenie v biomedicinskikh sistemakh. 2006. T. 5. № 4. S. 939.
- Ruckojj R.V., Filist S.A., Derkhim K., Kassim A. Gibridnye reshajushhie sistemy dlja prognozirovanija posleoperacionnykh oslozhnenijj u bolnykh s dobrokachestvennojj giperplaziejj predstatelnojj zhelezy // Izvestija JUZGU. 2013. № 5(50). C. 40-49.