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Fuzzy Identification-Based Encryption for healthcare user face authentication
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Hamad bin Khalifa University Press (HBKU Press)
, 2022 , Article)
Background: Internet of Medical Things (IOMT) has the potential to monitor health continuously and in real-time. One of the main issues that arise in IOMT is how securely the data can be transmitted to the clinical team. ...
Automated layer-wise solution for ensemble deep randomized feed-forward neural network
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Elsevier B.V.
, 2022 , Article)
The randomized feed-forward neural network is a single hidden layer feed-forward neural network that enables efficient learning by optimizing only the output weights. The ensemble deep learning framework significantly ...
Evolutionary Multitask Optimization: Fundamental research questions, practices, and directions for the future
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Elsevier B.V.
, 2022 , Article)
Transfer Optimization has gained a remarkable attention from the Swarm and Evolutionary Computation community in the recent years. It is undeniable that the concepts underlying Transfer Optimization are formulated on solid ...
Inpatient Discharges Forecasting for Singapore Hospitals by Machine Learning
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Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
Hospitals can predetermine the admission rate and facilitate resource allocation based on valid emergency requests and bed capacity estimation. The excess unoccupied beds can be determined with the help of forecasting the ...
Secure Bluetooth Communication in Smart Healthcare Systems: A Novel Community Dataset and Intrusion Detection System
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MDPI
, 2022 , Article)
Smart health presents an ever-expanding attack surface due to the continuous adoption of a broad variety of Internet of Medical Things (IoMT) devices and applications. IoMT is a common approach to smart city solutions that ...
Breath Analysis for the in Vivo Detection of Diabetic Ketoacidosis
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American Chemical Society
, 2022 , Article)
Human breath analysis of volatile organic compounds has gained significant attention recently because of its rapid and noninvasive potential to detect various metabolic diseases. The detection of ketones in the breath and ...