ESTIMATION OF ELBOW FLEXION TORQUE USING EQUILIBRIUM OPTIMIZER ON FEATURE SELECTION OF NMES MMG SIGNALS AND HYPERPARAMETER TUNING OF RANDOM FOREST REGRESSION

BackgroundThe assessment of limb joint torque is essential for understanding musculoskeletal system dynamics.Yet, the lack of direct muscle strength measurement techniques has prompted previous research to deploy joint torque estimation using machine learning models.These models often suffer from reduced estimation accuracies due to the presence Ki

Crop growth in different periods influences the final yield.This study started from the agronomic mechanism of yield formation and aimed to extract useful spectral characteristics in different phenological phases, which could directly describe the final yield and dynamic contributions of different phases to the yield formation.Hyperspectral informa

OBJECTIVE: To analyze the results obtained in the evaluation of intra-vaginal pressure using three different brands of perineometers in nulliparous volunteers.MATERIALS AND METHODS: Twenty nulliparous women with no anatomical alterations and/or dysfunction of the pelvic floor were enrolled in our study.All the women had the ability to voluntarily c

Abstract Background and objectives: Staphylococcus aureus is one of the most important etiological agents of hospital and community acquired infections.The enterotoxins and toxin shock syndrome toxin (TSST-1) are among the most common virulent determinants of this bacterium.They are also well-known for their super-antigenic properties.The incidence