Method and device to manage fluid volumes in the body
A system and method for determining the amount of fluid to be removed from a dialysis patient is disclosed. The system utilizes sensors and a computer. The computer obtains the input parameters from the sensors, along with information added directly by the user, and performs a forward algorithm to determine a recommended change in patient fluid level. As fluid is removed, the effect of the removal on the parameters is detected by the sensors and re-transmitted back to the computer. The computer then performs a backward algorithm to refine the variables used in the forward algorithm and obtain more accurate results. The system and method provide for changing the amount of fluid removed from the patient based on the results of the algorithm and the data received from the sensors.
1. A method, comprising the steps of:
connecting a patient to a medical device to obtain input parameters correlated for fluid removal;
transferring the input parameters to a medical device processor having a shielded circuitry to reduce electric shock to the patient, wherein the medical device processor is implemented with a forward algorithm to generate a recommended fluid level (DFL) based on the input parameters, and wherein the forward algorithm is presented by the equation:
DFL=W 1* D 1( P 1, X 1)+ W 2* D 2( P 2, X 2)+ W 3* D 2( P 3, X 3)+ W 4* D 1( P 4, X 4)+ W 5* D 1( P 5, X 5)+ W 6* D 2( P 6, X 6)+ W 7* D 2( P 7, X 7)+ W 8* D 2( P 8, X 8)+ W 9* D 2( P 9, X 9)+ W 10* D 2( P 10, X 10)+ W 12* D 1( P 12, X 12)+ W 13* D 1( P 13, X 13)+ W 14* D 2( P 14, X 14)+ W 15* D 1( P 15, X 15)+ W 16* D 1( P 16, X 16);
where P1 through P16 are each an input parameter, W1 through W16 are each a weighting coefficient predetermined according to a level of impact on fluid removal by a corresponding input parameter, X1 through X16 are each a cut-off trigger predetermined when a corresponding input parameter indicates no recommended change in fluid level, D1 is a function with an output of either 0 and 1 and increases from 0 to 1 as the value of the input parameter increases to a value greater than its corresponding cut-off trigger, D2 is a function with an output is either 0 or 1 and deceases from 1 to 0 as the value of an input parameter is greater than the value of the cut-off trigger, where input parameters associated with D1 correlate to an excess of fluid in the patient when increased and the input parameters associated with D2 correlate to an excess of fluid in the patient when decreased; and
adjusting fluid removal from the patient based on the recommended fluid level.
2. The method of claim 1 , wherein the one or more parameters positively correlated for fluid removal are selected from the group consisting of atrial fibrillation burden, respiratory rate, sleep pattern, dialysis markers, patient weight, patient medications and dosage, patient supplied data indicative of fluid removal, and clinical data indicative of fluid removal.
3. The method of claim 1 , wherein the one or more parameters negatively correlated for fluid removal are selected from the group consisting of tissue impedance, ambulatory heart rate variability, body temperature, heart rate change during dialysis, heart rate variability during dialysis, blood pressure reduction during dialysis, mixed venous oxygen saturation, and patient medications and dosage indicative of fluid retention.