The answer at our fingertips: Volume status in cirrhosis determined by machine learning and pulse oximeter waveform.
Nikhilesh R MazumderAvidor KazenAndrew CarekMozziyar EtemadiJosh LevitskyPublished in: Physiological reports (2022)
Machine learning-enhanced analysis of pulse ox waveforms can estimate intravascular volume overload with a higher accuracy than conventionally measured BNP.