A DIAGNOSTIC MODEL OF NERVE ROOT COMPRESSION LOCALIZATION IN LOWER LUMBAR DISC HERNIATION BASED ON RANDOM FOREST ALGORITHM AND SURFACE ELECTROMYOGRAPHY

ObjectiveThis study aimed to investigate the muscle activation of patients with lumbar disc herniation (LDH) during walking by surface electromyography (SEMG) and establish a diagnostic model based on SEMG parameters using random forest (RF) algorithm for localization diagnosis of compressed nerve root in LDH patients.MethodsFifty-eight patients wi

The article provides a comprehensive study of key trends in the production of cereals (wheat and rye) and products of their industrial processing in Ukraine in the regional context.The results of the analysis showed that despite the presence of a large raw material base, the domestic flour-milling production is characterized by a negative dynamics,

Taking into account the growth of economic crimes in Russia in recent years, and especially in the field of computer information, the article presents the materials of studying the value orientations of those who commit them.The data obtained on the basis of the “Value Orientations” method by M.Rokeach indicate a statistically significa

Land use and land cover (LULC) change analysis is a critical instrument for studying urban growth across the world.Our objectives were to produce historical LULC maps during the 1988–2016 period for spatial and temporal analysis, forecast Pentair IntelliFlo3 Parts future LULC until 2040 by using the Markov model, and identify the impact of LU

This article demonstrates a digitally friendly time-based analog-to-digital converter (ADC) exploiting Dickson charge-pump (CP) as part of a voltage-to-time conversion (VTC) implemented in 28-nm CMOS.In the proposed technique, the Dickson CP generates a ramp signal that is compared with Decorative Art the input voltage to generate a pulse of commen