Goal: This article presents the design and validation of an accurate automatic diagnostic system to classify intramuscular EMG (iEMG) signals into healthy, myopathy, or neuropathy categories to aid the diagnosis of neuromuscular diseases.Methods: First, an iEMG signal is decimated to produce a set of “disjoint” downsampled signals, wh
The textile products are affected by the defects during the manufacturing processes.It is also waste of the resources used for the production and in turn it affects the business.The manual inspection in defect detections is not encouraged these days in manufacturing process.The computer vision with machine learning algorithms sweatshirts in automat
College students are one of the top at-risk groups for chronic sleep loss and poor sleep quality, which can yield deleterious effects on health.The college population is also notorious for poor sleep hygiene, or modifiable behaviors that promote sufficient sleep quantity and quality.Research suggests sleep can impact both positive and negative aspe