The article systematizes the theoretical foundations of fractal geometry (fractal dimension, lacunarity, multifractality), describes protocols for obtaining and preprocessing images (histology, dermatoscopy, clinical photography, OCT/ultrasound of the skin), algorithms for calculating metrics (box-counting, Higuchi, Minkowski–Bouligand, one-dimensional and two-dimensional jump implementations), and shows clinical application scenarios (differentiation of scar types, treatment monitoring, keloid formation prognosis), validation, and limitations of the method. Aspects of statistics and reproducibility, integration into digital workflows, and the prospects for AI analytics are discussed. Practical recommendations for implementation in clinical research and routine practice are proposed.
| Mualliflar | MAKHMUDOV Alisher Akhmedovich |
|---|---|
| Jurnal | Journal of Biomedicine and Practice – Biomeditsina va amaliyot jurnali |
| Nashr sanasi | 2026-01-13 |
| Jild | 10 |
| Son | 6 |
| Til | Rus |
рубец, дерма, коллаген, фиброз, фрактальная размерность, лакунарность, мультифрактальный анализ, морфометрия, scar, dermis, collagen, fibrosis, fractal dimension, lacunarity, multifractal analysis, morphometry, chandiq, derma, kollagen, fibroz, fraktal o‘lcham, lakunarlik, multifratal tahlil, morfometriya.
Introduction. Since drug addiction (DA) is a multifactorial phenomenon, analyzing and characterizing its prevalence by gender has significant scientific and practical importance. Objective. To improve medical-preventive…
The article analyses contemporary methods of diagnosis, treatment, and rehabilitation of the most severe somatic disorders resulting from perinatal damage to the central nervous system: cerebral palsy in children…
Introduction. Regional assessment of the severity of drug addiction, relapse rates, achievement of remission, and treatment effectiveness is of great scientific and practical importance. Objective. To evaluate the…
Degenerative spinal canal stenosis (DSCS) is a leading cause of chronic myelopathy and disability, requiring optimization of therapeutic strategies. Objective: To develop personalized treatment algorithms for DSCS based…
The history and current state of MRI diagnostics in bone tumors are characterized. The key participants in the diagnostic process are outlined, basic principles are formulated. Challenges in differentiating benign…
The article discusses modern approaches to diagnostics and targeted therapy in patients with epileptic encephalopathy presenting with continuous spike-wave activity during sleep (DEE-SWAS). Considering the complexity…
Introduction: Pathological processes within the brain parenchyma represent one of the leading causes of neurological impairment and mortality. The diverse nature of these pathologies and their asymptomatic progression…
Aim of the research: To evaluate the effectiveness of mirror therapy in the early stage of stroke rehabilitation. Materials and methods: The study involved 9 patients suffering from upper limb motor function impairment…
Nephroblastoma (Wilms' tumor) is the most common malignant kidney tumor in children, accounting for up to 90% of all kidney tumors. Modern diagnostics are based on the integrated use of ultrasound, computed tomography…
Purpose: To evaluate the clinical significance of hyperthyroidism and gut microbiota alterations in Parkinson’s disease (PD) and to determine their association with disease severity. Methods: The study employed…
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