Detecting excessive load-carrying tasks using a deep learning network with a Gramian Angular Field
Sign Up to like & getrecommendations! Published in 2020 at "Automation in Construction"
DOI: 10.1016/j.autcon.2020.103390
Abstract: Abstract Manual load carrying without sufficient rest may cause work-related musculoskeletal disorders (WMSDs) and needs to be monitored at construction sites. While previous studies have been able to predict load-carrying modes using multiple wearable inertial… read more here.
Keywords: angular field; load; construction; gramian angular ... See more keywords
Prediction of brown tide algae using improved Gramian angular field and deep learning based on laser-induced fluorescence spectrum
Sign Up to like & getrecommendations! Published in 2023 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/acd8e2
Abstract: The frequent occurrence of algal blooms has seriously affected the marine environment and human production activities. Therefore, it is crucial to monitor the phytoplankton concentration in water bodies. In this study, a prediction method for… read more here.
Keywords: gramian angular; field; brown tide; fluorescence spectrum ... See more keywords
Automated Detection of Myocardial Infarction Using a Gramian Angular Field and Principal Component Analysis Network
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2955555
Abstract: Myocardial infarction (MI) is a deadly disease that threatens human life worldwide, and it is essential to save threatened lives with early detection of MI. The electrocardiogram (ECG), which records the electrical activity presented in… read more here.
Keywords: ecg; gramian angular; using gramian; principal component ... See more keywords