These implementations are for demonstration purposes. They are less efficient than the implementations in the Python standard library.

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Respiratory diseases such as asthma, bronchitis, and pneumonia remain a significant global health concern, particularly in settings where access to trained clinicians and advanced diagnostic tools is ...