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Improved production efficiency, a direct result of implementing this method in SMEs, ultimately contributes to increased profitability. The current study develops a novel deep learning algorithm to facilitate sliding shock advisories during cardiopulmonary resuscitation (CPR), and then quantifies its performance in response to escalating periods of hands-off time. Retrospectively analyzing 13,570 out-of-hospi