Individualized dialysis with inline sensor

A method, comprising:

• receiving, by a prescription recommendation server and from a prescriber computing device, patient information associated with a new patient;
• determining, based on the patient information, an individualized dialysis prescription for the new patient, wherein the individualized dialysis prescription indicates a particular patient cluster associated with the new patient;
• and
• transmitting, to an on-demand dialysis machine, the individualized dialysis prescription for the new patient, wherein the on-demand dialysis machine performs a dialysis treatment on the new patient based on the individualized dialysis prescription.

A non-transitory computer-readable medium having processor-executable instructions stored thereon, wherein the processor-executable instructions, when executed, facilitate:

• receiving, from a prescriber computing device, patient information associated with a new patient;
• determining, based on the patient information, an individualized dialysis prescription for the new patient, wherein the individualized dialysis prescription indicates a particular patient cluster associated with the new patient;
• and
• transmitting, to an on-demand dialysis machine, the individualized dialysis prescription for the new patient, wherein the on-demand dialysis machine performs a dialysis treatment on the new patient based on the individualized dialysis prescription.