[HTML][HTML] A systematic review on surface electromyography-based classification system for identifying hand and finger movements

A Sultana, F Ahmed, MS Alam - Healthcare Analytics, 2023‏ - Elsevier
The developments in engineering fields have extended the use of electromyography (EMG)
beyond traditional diagnostic applications to multifarious areas like movement analysis …

[HTML][HTML] A novel machine learning algorithm for finger movement classification from surface electromyogram signals using welch power estimation

A Sultana, MTI Opu, F Ahmed, MS Alam - Healthcare Analytics, 2024‏ - Elsevier
Electromyogram (EMG) signal monitoring is an effective method for controlling the
movements of a prosthetic limb. The classification of the EMG pattern of various finger …

[PDF][PDF] Healthcare Analytics

A Sultana, F Ahmed, MS Alam‏ - researchgate.net
The developments in engineering fields have extended the use of electromyography (EMG)
beyond traditional diagnostic applications to multifarious areas like movement analysis …