Early hypoxia prediction in diseased patients via wheezing sounds in respiration: a prospective cohort study

Key Points

• Increased oxygen demand may be predicted by wheezing sounds in patients, facilitating early risk assessment.
• The analysis of wheezing through voice-print analysis indicates a promising method for early hypoxia detection, possibly improving patient outcomes.
• Prospective cohort analysis employed bedside predictors alongside wheezing sounds to assess hypoxia risk efficiently.
• This study highlights the potential of artificial intelligence in enhancing early hypoxia prediction methods, supporting better care strategies.

Abstract