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| Vol 4, No 1 (2026) |
Breast cancer rehabilitation in the Russian Federation vs. Germany, Kazakhstan, Poland, Finland, and Czechia: assessment of nonfatal burden (1990–2021) |
Abstract
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L. A. Ashrafyan, M. A. Tishchenko |
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| Vol 4, No 1 (2026) |
Psychological components of vocational guidance for individuals with traumatic lower limb amputation due to combat injury at the stages of medical rehabilitation |
Abstract
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S. M. Eremushkina, L. N. Varlamova, I. I. Larionova, I. A. Yarotskaya, O. M. Kostyuchenko |
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| Vol 3, No 4 (2025) |
Stroke burden and rehabilitation need in Eastern Europe |
Abstract
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E. S. Akarachkova, O. V. Kotova, D. I. Lebedeva |
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| Vol 3, No 4 (2025) |
Necessity and advisability of pre-rehabilitation in cancer patients before planned surgery: a rationale for the approach |
Abstract
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S. A. Akavova |
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| Vol 3, No 3 (2025) |
Objective: To justify the inclusion of input parameters in a neural network designed to predict rehabilitation measures for patients with pulmonary tuberculosis who have lost their permanent work capacity. Material and methods. The study included 335 patients with pulmonary tuberculosis, 212 with a newly diagnosed case and 123 with a chronic form. To predict the effectiveness of rehabilitation measures, a neural network was developed in the Python 3.14 programming language. Its architecture incorporates a multilayer perceptron with direct connections between neurons and backpropagation algorithms. In the context of this study, it was advisable to use a neural network for predicting permanent disability in patients with pulmonary tuberculosis. Results. The following were integrated as input parameters of the neural network: genotype DD of the GSTM1 gene, genotype EE of the GSTT1 gene, genotype ТС of the АВСВ1 gene and polymorphic variants of cytokine genes, including tumor necrosis factor alpha (–308G>A (rs1800629)), interleukin (IL) 1-beta (–31C>T (rs1143627)), IL-4 (–589C>T) (rs2243250)), IL-10 (–592C>A (rs1800872)), and IL-10 (–1082A>G (rs1800896)). Additionally, an adverse recurrent course, multiple and extensive drug resistance, and persistent respiratory and cardiopulmonary failure following a course of rehabilitation were incorporated. Regression analysis showed the statistical significance of all input parameters with respect to the modeling of the dependent variable. As a result of testing the neural network, the prediction accuracy (rehabilitation efficiency) was 88,3%. Conclusion. The use of a neural network provides highly accurate predictions regarding the effectiveness of rehabilitation of patients with pulmonary tuberculosis. This method can be incorporated into clinical pulmonology practice to evaluate persistent disability in such patients. The presented predictive model is expected to form the basis of a comprehensive rehabilitation program that addresses medical, professional and social aspects.ural networks |
Abstract
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M. A. Alymenko, I. E. Garbuzova, V. A. Lipatov, I. Yu. Kobelev, V. A. Ragulina, R. Sh. Valiev, N. V. Tursunova |
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| Vol 3, No 3 (2025) |
Effect of multimodal rehabilitation on anthropometric parameters in ovarian cancer surgical patients |
Abstract
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D. V. Blinov, A. G. Solopova, E. A. Son, M. A. Tishchenko, A. E. Ivanov, V. N. Galkin |
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| Vol 3, No 2 (2025) |
Effectiveness of post-stroke rehabilitation in early recovery period |
Abstract
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V. T. Dolgikh, K. P. Ivanov, D. V. Torshin |
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| Vol 3, No 1 (2025) |
Return to work in patients undergoing different rehabilitation programs following surgical treatment of early-stage female cancers: results of a prospective longitudinal study with randomization at baseline |
Abstract
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D. V. Blinov, A. G. Solopova, V. N. Galkin, A. E. Ivanov, S. A. Akavova |
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| Vol 3, No 1 (2025) |
Recovery following surgical decompression of the vertebral artery in Kimmerle anomaly: challenges and solutions |
Abstract
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A. I. Trebushkov, V. I. Baryshov, V. S. Dementyevskiy, A. K. Chertkov, E. M. Rozanova |
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| Vol 3, No 1 (2025) |
Role of personal hygiene in managing patients with vulvovaginal atrophy |
Abstract
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O. S. Gridasova |
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| Vol 2, No 4 (2024) |
Effect of a rehabilitation program on magnesium levels in women with vulvovaginal atrophy in surgical menopause |
Abstract
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A. V. Vorobev, A. B. Hajiyeva, E. A. Son |
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| Vol 2, No 4 (2024) |
Effectiveness of vibration-mechanical massage in medical rehabilitation programs |
Abstract
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M. A. Eremushkin, E. V. Gameeva, A. M. Stepanova, N. S. Prilipko |
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| Vol 2, No 3 (2024) |
Efficacy and safety of repetitive peripheral magnetic stimulation in patients with lumbosacral radiculopathy during early postoperative rehabilitation period following microdiscectomy |
Abstract
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V. N. Blokhina |
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| Vol 2, No 3 (2024) |
Clinical role of manual and electropulse therapy in improving preconception care in patients with thin endometrium |
Abstract
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О. О. Borisevich, A. Yu. Shatilina |
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| Vol 2, No 3 (2024) |
Dynamic assessment of blood inflammation markers in patients during the rehabilitation period after surgical treatment for external genital endometriosis |
Abstract
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B. Baigalmaa, V. O. Bitsadze, A. Е. Efanov, A. Е. Voynovskiy |
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| Vol 2, No 2 (2024) |
The role of magnesium deficiency control in recovery after treatment for oncogynecological diseases |
Abstract
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D. V. Blinov, A. G. Solopova, М. P. Malykh-Bakhtina, О. A. Gromova, A. D. Makatsaria |
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| Vol 2, No 2 (2024) |
Restoration of sexual function after surgical treatment for endometrial cancer |
Abstract
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A. G. Solopova, L. N. Sandzhieva, V. N. Galkin, D. I. Korabelnikov, D. V. Blinov, D. A. Petrenko |
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| Vol 2, No 1 (2024) |
The program of comprehensive personalized rehabilitation after surgical treatment for endometrial cancer: the results of a prospective randomized comparative study |
Abstract
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D. V. Blinov, L. N. Sandzhieva, A. G. Solopova, V. N. Galkin |
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| Vol 2, No 1 (2024) |
Blood-brain barrier breach after acute cerebral hypoxia in infants |
Abstract
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A. G. Aleksandrov, D. V. Blinov |
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| Vol 1, No 1 (2023) |
The influence of rehabilitation on the quality of life after radical treatment of endometrial cancer and atypical endometrial hyperplasia |
Abstract
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L. N. Sandzhieva, V. N. Galkin, D. V. Blinov, A. G. Solopova |
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| Vol 1, No 1 (2023) |
Significance of correcting magnesium deficiency in different groups of women in surgical menopause |
Abstract
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D. V. Blinov, О. A. Gromova, A. G. Solopova, A. A. Ezhova, A. S. Kuznetsova, I. S. Kalashnikova, V. О. Bitsadze, A. D. Makatsariya |
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