Nomenjanahary Alexia Raharinirina, Vikram Sunkara, Max von Kleist, Konstantin Fackeldey, Marcus Weber
Multi-Input data ASsembly for joint Analysis (MIASA): A framework for the joint analysis of disjoint sets of variables
PloS one
review explores lung recruitment monitoring covering techniques challenges future perspectives various methodologies including respiratory system mechanics evaluation arterial bold gases abgs analysis lung imaging esophageal pressure pes measurement employed assess lung recruitment support abgs analysis assessment respiratory mechanics hysteresis recruitmenttoinflation ratio potential evaluate lung recruitment enhance mechanical ventilation setting lung imaging tools computed tomography scanning lung ultrasound electrical impedance tomography eit confirm utility following lung recruitment advantage radiationfree repeatable application bedside sonography eit pes enables assessment dorsal lung tendency collapse endexpiratory transpulmonary pressure despite value methodologies may require elevated expertise application data interpretation however information obtained methods may conveyed build machine learning artificial intelligence algorithms aimed improving clinical decisionmaking process monitoring lung recruitment crucial component managing patients severe lung conditions within framework personalized ventilatory strategy although challenges persist emerging technologies offer promise personalized approach care future