IMU-Based Classification of Locomotion Modes, Transitions, and Gait Phases with Convolutional Recurrent Neural Networks

This paper focuses on the classification of seven locomotion modes (sitting, standing, level ground walking, ramp ascent and descent, stair ascent and descent), the transitions among these modes, and the gait phases within each mode, by only using data in the frequency domain from one or two inertial measurement units.Different deep neural network

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Bacillus amyloliquefaciens Confers Tolerance to Various Abiotic Stresses and Modulates Plant Response to Phytohormones through Osmoprotection and Gene Expression Regulation in Rice

Being sessile in nature, plants have to withstand various adverse environmental stress conditions including both biotic and abiotic stresses.Comparatively, abiotic stresses such as drought, salinity, high temperature, Food Service:Wholesale Lots and cold pose major threat to agriculture by negatively impacting plant growth and yield worldwide.Rice

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An electromyographic study to assess the minimal time duration for using the splint to raise the vertical dimension in patients with generalized attrition of teeth

Background: To investigate the effect of restoration of lost vertical by centric stabilizing splint on electromyographic (EMG) activity of masseter and anterior temporalis muscles bilaterally in patients with generalized attrition of teeth.Materials and Methods: EMG activity of anterior vaskegel temporalis and masseter muscle was recorded bilateral

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