تصفح حسب المؤلف "Aly, Hussein"
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Longitudinal Studies of Wearables in Patients with Diabetes: Key Issues and Solutions
Alhaddad, Ahmad Yaser; Aly, Hussein; Gad, Hoda; Elgassim, Einas; Mohammed, Ibrahim; Baagar, Khaled; Al-Ali, Abdulaziz; Sadasivuni, Kishor Kumar; Cabibihan, John John; Malik, Rayaz A.... more authors ... less authors ( MDPI , 2023 , Article)Glucose monitoring is key to the management of diabetes mellitus to maintain optimal glucose control whilst avoiding hypoglycemia. Non-invasive continuous glucose monitoring techniques have evolved considerably to replace ... -
Predicting COVID-19 cases using bidirectional LSTM on multivariate time series
Said, Ahmed Ben; Erradi, Abdelkarim; Aly, Hussein Ahmed; Mohamed, Abdelmonem ( Springer Science and Business Media Deutschland GmbH , 2021 , Article)To assist policymakers in making adequate decisions to stop the spread of the COVID-19 pandemic, accurate forecasting of the disease propagation is of paramount importance. This paper presents a deep learning approach to ... -
Sense and Learn: Recent Advances in Wearable Sensing and Machine Learning for Blood Glucose Monitoring and Trend-Detection
Alhaddad, Ahmad Yaser; Aly, Hussein; Gad, Hoda; Al-Ali, Abdulaziz; Sadasivuni, Kishor Kumar; Cabibihan, John John; Malik, Rayaz A.... more authors ... less authors ( Frontiers Media S.A. , 2022 , Article)(Figure presented.) Diabetes mellitus is characterized by elevated blood glucose levels, however patients with diabetes may also develop hypoglycemia due to treatment. There is an increasing demand for non-invasive blood ...