https://ogma.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 Is subject-specific musculoskeletal modelling worth the extra effort or is generic modelling worth the shortcut? https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:48287 Tue 14 Mar 2023 11:12:00 AEDT ]]> Development of a deep neural network for automated electromyographic pattern classification https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:35130 98%) compared with supervised ANNs. AlexNet demonstrated the highest accuracy (99.55%) with negligible false classifications. The results indicate that sEMG quality evaluation can be automated via an ANN without compromising human-like classification accuracy. This classifier will be publicly available and will be a valuable tool for researchers and clinicians using electromyography.]]> Thu 02 Apr 2020 15:47:43 AEDT ]]>