Author Correction: An accurate deep learning model for wheezing in children using real world data

The neural regulation of respiration is a meticulously coordinated process primarily controlled by the respiratory centers located within the brainstem. These centers, composed of specialized neurons, transmit nerve impulses that control the contraction and relaxation of our respiratory muscles.
Respiratory Centers in the Brainstem
Two primary areas comprise the respiratory center: the medullary respiratory center in the medulla oblongata and the pontine respiratory group in the pons. The...

Respiratory SystemThe respiratory system plays a vital role in providing the body with oxygen and removing carbon dioxide. It consists of organs such as the nose, trachea, bronchi, lungs, and diaphragm, which work together to support breathing. Oxygen is delivered to the lungs, where it diffuses into the bloodstream, and carbon dioxide is expelled. This exchange supports cellular respiration, which powers the body’s activities. Understanding this system helps explain how mammals maintain...

Respiratory Depth
Respiratory depth measures the volume of air inhaled or exhaled during a breath. It can vary from shallow to deep and typically remains consistent when a person is at rest or asleep. Occasionally, individuals will automatically inhale deeply, known as sighing, which inflates the lungs with more air than normal breathing.
To assess respiratory depth, observe the degree of chest excursion or movement: