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High Accuracy Respiration and Heart Rate Detection Based on Artificial Neural Network Regression
Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2020A 24GHz Doppler radar system for accurate contactless monitoring of heart and respiratory rates is demonstrated here. High accuracy predictions are achieved by employing a CNN+LSTM neural network architecture for regression analysis. Detection accuracies
Yu-Chiao Tsai +8 more
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Prototyping of Artificial Respiration Machine Using AMBU Bag Compression
International Conference on Electronics, Information and Communications, 2019Ventilators are crucial medical equipment. Mostly, they are used to support critically ill patients. Nowadays, more and more people are adopting sedentary lifestyles, this along with the severe pollution problem has caused a surge in the number of ...
M. Shahid
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A novel respiration pattern biometric prediction system based on artificial neural network
, 2020The purpose of this paper is to introduce a novel respiration pattern-based biometric prediction system (BPS) by using artificial neural network (ANN).,Respiration patterns were obtained using a knitted piezoresistive smart chest band.
R. K. Raji +3 more
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Electrothoracic Artificial Respiration
Journal of Neurosurgery, 1968TIFICIAL respiration has become synonymous with the positive pressure respirator. These mechanical devices successfully ventilate patients with acute respiratory failure. However, when artificial ventilation is necessary for an extended time, alterations occur in the tracheobronchial tree and lung parenchyma; these include retained secretions ...
J L, Osterholm, T, Hooker, J, Pyneson
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Artificial channels for confined mass transport at the sub-nanometre scale
Nature Reviews Materials, 2021Jie Shen, Gong-Ping Liu, Yu Han
exaly