| CPC A61B 5/021 (2013.01) [A61B 5/14552 (2013.01); A61B 5/4839 (2013.01); A61B 5/486 (2013.01); A61B 5/6898 (2013.01); A61B 5/7221 (2013.01); A61B 5/7267 (2013.01); A61B 5/742 (2013.01); A61B 5/746 (2013.01); A61B 5/02416 (2013.01); A61B 2560/0223 (2013.01); A61B 2560/0431 (2013.01); A61B 2562/0219 (2013.01)] | 20 Claims |

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1. A method of obtaining a physiological signal representing a patient metric, the method comprising:
acquiring patient physiological data from a sensor operating in ambient conditions;
generating a Photoplethysmography (PPG) signal or a pseudo PPG signal from the acquired patient physiological data, the PPG signal or the pseudo PPG signal having a signal quality characteristic associated with a quality indicator of the PPG signal or the pseudo PPG signal;
comparing the signal quality characteristic of the PPG signal or the pseudo PPG signal to a correlating signal quality characteristic or parameter of a deep learning-based model PPG signal; and
determining that the comparison of the signal quality characteristic of the PPG signal or the pseudo PPG signal to the signal quality characteristic or parameter of the deep-learning based model PPG signal does not meet a signal quality criterion.
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