Browsing by Subject "Convolutional neural network (CNN), Diabetes diagnosis, Non-invasive screening, Pulse wave analysis (PWA)"

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Unlocking the potential of convolutional neural networks for precise classification of finger pulse waves in diabetic patients and healthy individuals

Gunathilaka, P. A. D. H. J.; Kumarika, B. M. T.; Jayathilaka, K. M. D. C.; Perera, D.; Liyanage, J.A.; Kalingamudali, S. R. D. (Faculty of Science, University of Kelaniya Sri Lanka, 2023)

Pulse wave analysis (PWA) is a valuable technique for assessing the cardiovascular health of diabetic patients. However, it encounters several challenges, including the complexity of pulse wave signals and the need for ...

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