THERAPY PREDICTION AND OPTIMIZATION FOR RENAL FAILURE BLOOD THERAPY, ESPECIALLY HOME HEMODIALYSIS

A renal failure blood therapy system includes a renal failure blood therapy machine, a test including multiple blood samples taken at multiple times during a test therapy to determine concentration levels for each of a first solute and a second solute at each of the multiple times, and a device programmed to (i) estimate at least one first patient parameter using the determined concentration levels for the first solute, (ii) estimate at least one second patient parameter using the determined concentration levels for the second solute, (iii) determine a first plurality of acceptable treatments using the at least one first patient parameter, (iv) determine a second plurality of acceptable treatments using the at least one second patient parameter, and (v) merge the first plurality of acceptable treatments with the second plurality of acceptable treatments to determine a plurality of clinically acceptable treatments for both the first solute and the second solute.