A hybrid approach to product prototype usability testing based on surface EMG images and convolutional neural network classification

Engineering & Materials Science

• Convolutional neural networks 93%
• Fatigue of materials 70%
• Surface measurement 64%
• Testing 52%
• Human engineering 52%
• Linear regression 51%
• Muscle 47%
• Deep learning 45%
• Learning algorithms 42%
• Personnel 39%
• Experiments 36%

Medicine & Life Sciences

• Human Body 100%
• Supine Position 57%
• Neck 39%
• Deep Learning 35%
• Muscle Fatigue 31%
• Ergonomics 30%
• Control Groups 27%
• Sitting Position 26%
• Fatigue 21%
• Datasets 20%
• Linear Models 20%
• Occupational Groups 18%