Background: An important duty of every hospitalist is to detect the earliest signs of imminent clinical deterioration. Breathing motion patterns can convey early warnings of respiratory instability (1). Normal breathing appears regular, effortless, well-coordinated and comfortable (2). In patients at high risk of respiratory deterioration, breathing appears labored (3). Well-established signs of labored breathing include: [...]