... on the current Food and Drug Administration guidelines (e.g., hemolysis and post-transfusion recovery for stored red blood cells). As a treasure trove of data accumulates, the implementation of machine learning approaches promises to revolutionize the field of transfusion medicine, not only by advancing basic...

... of 12 h and 7 days for each training sample and a frequency of 24 h and 3 days for each labeled sample. The data needed to be transformed into equally dimensional samples to attain equally shaped data for machine learning models. Figure 4 shows a schematic overview of how each training sample’s...