CPC A61B 5/14532 (2013.01) [A61B 5/0002 (2013.01); A61B 5/0004 (2013.01); A61B 5/4839 (2013.01); A61B 5/6849 (2013.01); A61B 5/7225 (2013.01); A61B 5/7275 (2013.01); A61B 5/746 (2013.01); G16H 20/10 (2018.01); G16H 20/17 (2018.01); G16H 40/63 (2018.01); G16H 50/30 (2018.01); A61B 5/1451 (2013.01); A61B 5/1473 (2013.01)] | 15 Claims |
1. An apparatus for use with a patient, with a blood glucose monitoring device, and with an infusion device, the apparatus comprising:
one or more processors configured to:
compute a profile of a blood glucose concentration of the patient based, at least in part, on a probability density function of a plurality of blood glucose concentration values collected at the blood glucose monitoring device;
determine a metric based, at least in part, on a convolution of a cost or loss function and the profile, wherein the metric is for balancing short-term and long-term risks associated with a therapy, and wherein the metric is representative of a glycemic health of the patient, the cost or loss function being based, at least in part, on a log-square operation and being further based, at least in part, on a parameter selected to balance Spearman rank coefficients with hypoglycemic-based metrics and hyperglycemic-based metrics, wherein the log-square operation is applied to at least one of a computed mean of the plurality of blood glucose concentration values or a measure of a statistical dispersion of the plurality of blood glucose concentration values; and
affect an insulin therapy applied to the patient by the infusion device, based, at least in part, on the metric.
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