International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies


:: International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies

ISSN 2228-9860
eISSN 1906-9642



  • Using a Decision Tree with a Feedback Function to Select Therapeutic Tactics for Viral Infection of the Respiratory Tract in the Medical Expert System

    Alina Yurievna Maslova, Artem Evgenievich Mishvelov (Stavropol State Medical University, Stavropol, RUSSIA)
    (Socmedica, Skolkovo, Moscow, RUSSIA),
    Madina Jamarzaevna Dudusheva (Chechen State University, Grozny, Republic of Chechnya, RUSSIA),
    Gevorg Armenakovich Blejyants ( Socmedica, Skolkovo, Moscow, RUSSIA),
    Sergey Viktorovich Minaev , Evgeny Vyacheslavovich Shchetinin , Anna Arturovna Apaguni , Elena Nikolaevna Rakitina ( Stavropol State Medical University, Stavropol, RUSSIA)
    Ekaterina Dmitrievna Sukhanova (North Caucasus Federal University, Stavropol, RUSSIA)
    Galina Vladimirovna Ospichuk (Scientific and Practical Institute of Biotechnology in Animal Science and Veterinary Medicine, Maksimovka, REPUBLIC of MOLDOVA).

    Disciplinary: Medicine.

    ➤ FullText

    doi: 10.14456/ITJEMAST.2022.157

    Keywords: Artificial intelligence; expert system; medical decision support system; COVID-19; viral infections; respiratory tract; doctor's appointment; electronic clinical pharmacologist; pharmacovigilance; therapy safety

    The Electronic Clinical Pharmacologist (ECP) is a Medical Decision Support System (MDSS). This system is based on the Unified Medical Knowledge Base (UMKB), which is updated and updated as new medicines are released and specialized publications are published in peer-reviewed biomedical scientific journals. ECP helps to reduce the risks of medical errors and complications in clinical practice. When using ECP, the number of side effects from the use of medicines decreases, the patient's admission time is reduced, the quality of medical care is improved, the costs of the medical organization for the purchase of medicines are reduced, all this is carried out due to more rational prescriptions of the doctor. The ECP takes into account the personalized approach of drug therapy. Based on Stavropol State Medical University and medical universities of the North Caucasus Federal District, a questionnaire of students was conducted among students of 3-6 courses, as well as testing of the ECP application to compare treatment standards (clinical recommendations) according to the clinical recommendations of the Ministry of Health (outpatient, inpatient treatment) and self-treatment of students and their relatives. And patterns of changes in the course of treatment were also revealed when using MDSS ECP and without it.

    Paper ID: 13A8J

    Cite this article:

    Maslova, A.Y., Mishvelov, A.E., Dudusheva, M.J., Blejyants, G.A., Minaev, S.V., Shchetinin, E.V., Apaguni, A.A., Osipchuk G.V. (2022). Using a Decision Tree with a Feedback Function to Select Therapeutic Tactics for Viral Infection of the Respiratory Tract in the Medical Expert System. International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 13(8), 13A8J, 1-10. http://TUENGR.COM/V13/13A8J.pdf DOI: 10.14456/ITJEMAST.2022.157


  1. Suleymanov TA, Kosinkova AM, Mishvelov AE, Povetkin SN, Simonov AN, Ziruk IV. Overview of the Holodoctor Software Package. Pharmacophore, 2020;11(2):65-72.
  2. Hight G Ya, Mishvelov AE, Nuzhnaya CV, et al. New Image Modeling Features For Planning Surgical Interventions. Research Journal of Pharmaceutical, Biological and Chemical Sciences, 2019; 10 (1):140-143
  3. Nuzhnaya KV, Mishvelov AE, Osadchiy SS, Tsoma MV, Rodin IA, Nagdalian AA. et al. Computer simulation and navigation in surgical operations. Pharmacophore. 2019;10(4):46-52.
  4. Hite GJ, Mishvelov AE, Melchenko EA, Vlasov AA, Anfinogenova OI, Nuzhnaya CV, et al. Holodoctor Planning Software Real-Time Surgical Intervention. Pharmacophore. 2019;10(3):57-60
  5. Orsaeva AT, Tamrieva LA, Mischvelov AE, Osadchiy SS, Osipchuk GV, Povetkin SN, Simonov AN. Digital Clinic "Smart Ward". Pharmacophore, 2020; 11(1):142-146
  6. Cabrera IA, Pike TC, McKittrick JM, Meyers MA, Rao RR, Lin AY. Digital healthcare technologies: Modern tools to transform prosthetic care. Expert Rev Med Devices. 2021;18(sup1):129-144. DOI: 10.1080/17434440.2021.1991309
  7. Raevskaya AI, Belyalova AA, Shevchenko PP, Karpov S.M., Mishvelov A.E., Simonov A. N., Povetkin S.N. Cognitive Impairments in a Range of Somatic Diseases. Diagnostics, Modern Approach to Therapy". Pharmacophore, 2020;11(1):136-141.
  8. Tovlahanova TJH et al. Study of the Effect of the Image Scanning Speed and the Type of Conductive Coating on the Quality of Sem-Micrographs of Oxide Nano Materials for Medical Use. Ann Med Health Sci Res. 2021;11:S3:60-64.
  9. Rubin DT, Krugliak Cleveland N. Using a Treat-to-Target Management Strategy to Improve the Doctor-Patient Relationship in Inflammatory Bowel Disease. Am J Gastroenterol. 2015;110(9):1252-6. DOI: 10.1038/ajg.2015.86.
  10. Pimentel PAB, Oliveira CSF, Horta RS. Epidemiological study of canine transmissible venereal tumor (CTVT) in Brazil, 2000-2020. Prev Vet Med. 2021;197:105526. DOI: 10.1016/j.prevetmed.2021.105526
  11. Mallmann MB, Tomasi YT, Boing AF. Neonatal screening tests in Brazil: prevalence rates and regional and socioeconomic inequalities. J Pediatr (Rio J). 2020;96(4):487-494. DOI: 10.1016/j.jped.2019.02.008
  12. Magomedova, AS, Sheripovna, DK, Kunkueva, SA, Muskhanov, MI., Ibragimov, AK, Khazamova, SO., Matveeva, UV, Mishvelov, AE, Albegova, BZ, and Povetkin, SN. Application of a Simulation System Using Augmented Reality to Practice the Skills of Minimally Invasive Spine Surgery, Journal of Pharmaceutical Research International, 2021;33(42A):66-73. DOI: 10.9734/jpri/2021/v33i42A32385.
  13. Mezhidov, B, Belyaeva, A, Bimarzaev, S-M, Mishvelov, AE, et al. Prospects for Creating 3D Models of Internal Organs Based on Computer and Magnetic Resonance Imaging Images in Emergency Surgery and Resuscitation. Pharmacophore, 2021; 12(1),8-14.
  14. Remizova AA, Sakaeva ZU, Dzgoeva ZG, Rayushkin II, Tingaeva YI, Povetkin SN, Mishvelov AE. The role of oral hygiene in the effectiveness of prosthetics on dental implants. Ann. Dent. Spec. 2021;9(1):39-46. 2021; 9. 39-46. 10.51847/HuTuWdD0mB.
  15. Armstrong AW, Patil D, Levi E, McGuiness CB, Wang X, Wang Y, Chen CC, Nguyen E, Yamauchi PS. Real-world satisfaction with Secukinumab in clearing the skin of patients with plaque psoriasis through 24 months of follow-up: results from US dermatology electronic medical records. Dermatology and therapy. 2021;11(5):1733-49. DOI: 10.1007/s13555-021-00599-5
  16. Kubanov, S. I. , Savina, S. V. , Nuzhnaya, C. V. , Mishvelov, A. E. , Tsoroeva, M. B. , Litvinov M.S. and et al.. Development of 3d bioprinting technology using modified natural and synthetic hydrogels for engineering construction of organs, Int. j. pharm. phytopharm. Res., 2019; 9(5), 37-42
  17. Shchetinin EV, Sirak SV, Rubnikovich SP, Kochkarova ZM, Andreev AA. et al. Morphometric parameters of reparative regeneration of the bone tissue in terms of medicinal phonophoresis with hydrocortisone and hyaluronic acid. Medical News of North Caucasus. 2019;14(4):660-663. DOI: 10.14300/mnnc.2019.14163
  18. Ayivi R, Ibrahim SA, Colleran H, Silva R, Williams L, Galanakis C, Fidan H, Tomovska J, Siddiqui SA. COVID-19: human immune response and the influence of food ingredients and active compounds. Bioactive Compounds in Health and Disease. 2021 Jun 29;4(6):100-48. DOI: 10.31989/bchd.v4i6.802
  19. Jakaite L, Schetinin V, Hladuvka J, Minaev S, Ambia A, et al. Deep learning for early detection of pathological changes in x-ray bone microstructures: case of osteoarthritis. Scientific Reports. 2021;11(1):e2294. DOI: 10.1038/s41598-021-81786-4
  20. Gvozdenko AA, Blinov AV, Yasnaya MA, Golik AB, Raffa VV, Kramarenko VN, Maglakelidze DG, Shevchenko IM. Computer quantum-chemical simulation of multicomponent SiO2-MexOy systems. Physical and chemical aspects of the study of clusters nanostructures and nanomaterials. 2020; 12: 394-404.
  21. Siddiqui SA, Ali Redha A, Snoeck ER, Singh S, Simal-Gandara J, Ibrahim SA, Jafari SM. Anti-Depressant Properties of Crocin Molecules in Saffron. Molecules. 2022;27(7):2076.
  22. Siddiqui, S.A., Ahmad, A. Implementation of Newton's Algorithm Using FORTRAN. SN COMPUT. SCI. 1, 348 (2020).
  23. Profeta A, Siddiqui SA, Smetana S, Hossaini SM, Heinz V, Kircher C. The impact of Corona pandemic on consumer's food consumption: Vulnerability of households with children and income losses and change in sustainable consumption behavior. J Verbrauch Lebensm. 2021;16(4):305-14. DOI: 10.1007/s00003-021-01341-1
  24. Borziak K, Parvanova I, Finkelstein J. Introducing a Platform for Integrating and Sharing Stem Cell Research Data. Stud Health Technol Inform. 2021;281:387-391. DOI: 10.3233/SHTI210186.
  25. Siddiqui S. A., Ahmad A., Siddiqui A. A. and Chaturvedi P. Stability Analysis of a Cantilever Structure using ANSYS and MATLAB. 2nd International Conference on Intelligent Engineering and Management (ICIEM), 2021, 7-12, DOI: 10.1109/ICIEM51511.2021.9445357.
  26. Weinzierl MA, Maldonado R, Harabagiu SM. The impact of learning Unified Medical Language System knowledge embeddings in relation extraction from biomedical texts. J Am Med Inform Assoc. 2020;27(10):1556-1567. DOI: 10.1093/jamia/ocaa205.
  27. Minaev S, Gerasimenko, I, Shchetinin E, Schetinin, V, Grigorova A, Mishvelov A, & Nuzhnaya K, Rubanova M.. 3D reconstruction in surgery of hydatid cyst of the liver. Medical News of the North Caucasus. 2019;14. 10.14300/mnnc.2019.14019
  28. Maslova AY, Bazaeva KL, Abdullaeva ZA., Khazamova SO, Zeusheva KA, Grechkina, TA, Semkina, EN, Abramov MA., Mishvelov AE, and Povetkin SN. Astrocytes and their Phenomenal Possibilities in the Treatment of Various Neurodegenerative Disorders: An Overview. Journal of Pharmaceutical Research International, 2021;33(33A):60-8. DOI: 10.9734/jpri/2021/v33i33A31772
  29. Golubeva MV, Rakitina EN, Minaev SV, Kirgizov IV, Obedin AN. Predictive role of bactericidal/permeability-increasing protein and C-reactive protein in a personalized approach to the treatment of children with acute pneumonia. Medical News of North Caucasus. 2021;16(2):144-8. DOI: 10.14300/mnnc.2021.16032
  30. Selitsky S, Selitskaya N, Schult J. Machine learning approach to classification of sleep electroencephalograms from newborns at risk of brain pathologies. Medical News of North Caucasus. 2021;16(2):140-3. DOI: 10.14300/mnnc.2021.16031
  31. Rzhepakovsky I, Anusha Siddiqui S, Avanesyan S, Benlidayi M, Dhingra K, Dolgalev A, Enukashvily N, Fritsch T, Heinz V, Kochergin S, Nagdalian A, Sizonenko M, Timchenko L, Vukovic M, Piskov S, Grimm WD. Anti-arthritic effect of chicken embryo tissue hydrolyzate against adjuvant arthritis in rats (X-ray microtomographic and histopathological analysis). Food Sci Nutr., 2021;9(10):5648-5669. DOI: 10.1002/fsn3.2529
  32. Maslova AY, Tskaeva AA, Ashurova ZA, Abazova A, Ismailov MM, Ismailova MM, Baklanov IS, Mishvelov AE, Povetkin SN, Baklanova OA. Study of the effect of Baricitinib on the Course of COVID-19. Journal of Pharmaceutical Research International. 2021;33(35A):204-13. DOI: 10.9734/jpri/2021/v33i35A31890
  33. Mishvelov A E, Ibragimov A K, Amaliev I T, Esuev A A, Remizov O V, Dzyuba M A, et al. Computer-Assisted Surgery: Virtual- and Augmented-Reality Displays for Navigation During Planning and Performing Surgery on Large Joints. Pharmacophore. 2021;12(2):32-8. 10.51847/50jmUfdufI
  34. Yusupova MI, Mantikova KA, Kodzokova MA, Mishvelov AE, Paschenko AI, Ashurova ZA, Slanova RH, Povetkin SN. Study Of The Possibilities Of Using Augmented Reality In Dentistry. Ann. Dent. Spec. 2021;9(2):17-21. 10.51847/BG1ZAzqXRc.
  35. Rauf A, Abu-Izneid T, Olatunde A, Ahmed Khalil A, Alhumaydhi FA, Tufail T, Shariati MA, Rebezov M, Almarhoon ZM, Mabkhot YN, Alsayari A, Rengasamy KRR. COVID-19 Pandemic: Epidemiology, Etiology, Conventional and Non-Conventional Therapies. International Journal of Environmental Research and Public Health. 2020;17(21):8155. DOI: 10.3390/ijerph17218155
  36. Bledzhyants GA, Mishvelov AE, Nuzhnaya KV, Anfinogenova OI, Isakova JA, Melkonyan RS. The Effectiveness of the medical decision-making support system "electronic clinical pharmacologist" in the management of patient's therapeutic profile. Pharmacophore. 2019;10:76-81.
  37. Boraeva TT, Tsvetkova LN. Prevalence and risk factors for the formation of inflammatory diseases of the upper digestive tract in children in RNO-Alania.Questions of Children's Dietetics.2008;6(3):58-63.
  38. Boraeva TT, Vadaeva MA, Matveeva UV, Revazova AB, Albegova BZ, Kanukoeva DT, Mishvelov AE, and Povetkin SN. Dynamics of Diseases of the Upper Digestive Tract in Children. Journal of Pharmaceutical Research International, 2021;33(38B), 48-57. DOI: 10.9734/jpri/2021/v33i38B32098

Other issues:


Call-for-Scientific Papers
Call-for-Research Papers:
ITJEMAST invites you to submit high quality papers for full peer-review and possible publication in areas pertaining engineering, science, management and technology, especially interdisciplinary/cross-disciplinary/multidisciplinary subjects.

To publish your work in the next available issue, your manuscripts together with copyright transfer document signed by all authors can be submitted via email to Editor @ (no space between). (please see all detail from Instructions for Authors)

Publication and peer-reviewed process:
After the peer-review process, articles will be on-line published in the available next issue. However, the International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies cannot guarantee the exact publication time as the process may take longer time, subject to peer-review approval and adjustment of the submitted articles.