monitoring blood glucose concentration levels for diabetes using labview diane kim final...
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Monitoring Blood Glucose Concentration Levels for Diabetes
Using LabView
Diane KimFinal Presentation
Knoxville, Tennessee
Diabetes
• Lack of insulin produced in one’s pancreas, or the insulin is incompatible with one’s body
• Insulin serves as a “key”
◖When you eat, your body turns food into glucose
◖At this point, your pancreas releases insulin
◖Opens cells and allows glucose to enter, which provides energy
• Patients must manage their glucose levels carefully
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Causes and Symptoms
• Type 1 and Type 2 are predominant, though Gestational and other types do exist
• Type 1 makes up only 5% of the diabetes population
• Type 2 is mainly caused by diet or environmental influences
• Symptoms include:
◖ Extreme thirst or hunger
◖ Sweet smelling breath
◖ Ketoacidosis (diabetic coma)
Today’s Methods
• Methods today include finger pricking or urine testing, though finger pricking is more accurate
• Europe has a noninvasive measurement device that clips onto one’s earlobe (GlucoTrack)
iBGStar Monitor
• Connects to an iPhone or iPod touch device
• Comes with test strips that the patient would apply their blood to, and run the test strip through the device
CGM Sensors
• A minuscule electrode is inserted under the skin, which measures glucose levels in tissue fluid
• Connected to a transmitter that sends information to the device via a wireless radio frequency
Disadvantages
• Finger pricking, while accurate, is painful and difficult for those with physical limitations
◖ Also leads to sensitive and calloused fingertip
◖ An inconvenience to have to do every day for life
• Placing sensors under the skin can lead to health hazards
◖ Cell rejection
◖ Batteries can leak acid into bloodstream, potentially killing the patient
Designing a program for sensors
• Goal: Provide cheaper sensors while still maintaining accuracy
• LabView: visual programming platform
• Process:
◖ Receive signal
◖ Read and analyze given data
◖ Calculate slope
◖ Use slope and frequencies from signal to calculate unknown blood glucose concentrations
LabView Program
• Program will allow a wireless chip to monitor glucose levels
• Uses correlation between frequencies and blood glucose levels
• When levels are dangerously low or high, it gives an alert (LED Signal)
• Current process includes a signal simulation, use of slope formula, read to text capability
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Equation
Slope Formula: M= y1- y2
x1 - x2
M=CorrelationX=FrequencyY=Glucose Concentration
Slope Equation: Y = MX + B Y=Glucose ConcentrationM=Correlation or slopeX=Measured frequencyB=Constant
Advantages
• Antiquate finger pricking methods
• Allow utmost accuracy by calculating each individual pair of correlations rather than calculating a line of best fit
• Save costs (no need for strips or monitors that need to be updated)
Acknowledgements
• This work was supported in part by the Engineering Research Center Program of the National Science Foundation and the Department of Energy under NSF Award Number EEC-1041877 and the CURENT Industry Partnership Program.
Works Cited
• http://www.diabetesresearch.org/what-is-diabetes
• http://www.cdc.gov/media/presskits/aahd/diabetes.pdf
• http://www.ibgstar.us/
• http://diatribe.org/issues/58/new-now-next/6
• http://www.everydayhealth.com/diabetes/needle-free-blood-sugar-testing.aspx
• http://www.tandemdiabetes.com/Products/Glucose-Monitoring/