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VISUALIZING
CHRONIC HEALTH
CONDITIONS
Brian Sherwell
SETTING THE STAGE
WHAT IS
DATA VISUALIZATION?
Data visualization is the creation and
study of the visual representation of
data.
or
“just draw it”
WHY VISUAL?
Approximately 70% of
the body’s sense receptors
reside within the eyes.
It is not just the amount of
information collected, but also
the subtlety of the information.
HUE
LENGTH
ORIENTATION
AREA
LOCATION
COLOR
WIDTH
SHAPE
WHAT IS DIABETES?
a metabolic disease in which the
body’s inability to produce any
or enough insulin causes elevated
levels of glucose in the blood.
Type1vsType2vsGestational
DIABETES TREATMENT
Blood Sugar Monitoring
– Single Read & Continuous
Treatment through oral mediations
and Insulin
105
TYPICAL INSULIN DOSING ROUTINE
0 2 4 6 8 10 12 14 16 18 20 22 24
bolus dose basal dose
18.8M
children and adults in the
United States have diabetes25.8M(8.3%)
81 83 85 87 89 91 93 95 97 99 01 03 05 07 09 11
2
4
6
8
10
12
14
16
18
20
1.9 MILLION NEW CASES
diagnosed in people aged 20 years and older in 2010
WHY SHOULD WE CARE?
diagnosed undiagnosed
7.0M
prediabetes
79M
Diabetes continues to be the leading cause of
kidney failure, nontraumatic lower-extremity
amputations, and blindness among adults,
aged 20 – 74.7 years.
– Center for Disease Control
WHY SHOULD WE CARE?
$245 billion
The total estimated cost of
diagnosed diabetes in 2012
– American Diabetes Association
$176 billion
direct
medical costs
$69 billion
reduced
productivity
MY AH-HA MOMENT
APPALACHIAN TRAIL
TREKKING
3 days 40.5 miles
122,713 steps
42.7lbs pack weight
Calories burned:
Insane!!
Georgia
WHAT WERE THE EFFECTS?
Calories consumed daily:
3500++
Average Blood Sugar Level:
normally needed
Basal Bolus
26 50
needed for this trip
Basal Bolus
12 0-6
Amount of insulin per day
76
INSULIN USAGE VS ACTIVITY
0
10
20
30
40
50
60
70
80
10k 20k 30k 40k
ACTIVITY (steps)
My normal
daily average
INSULIN EFFICIENCY VS ACTIVITY
0
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
10k 20k 30k 40k
ACTIVITY (steps)
My normal
daily average
APPLICATION
COMPARING INSULIN TYPES
rapid acting short acting intermediate acting long acting basal
Starts 5–15 mins 15–30 mins 1–2 hrs 1–3 mins
.75–1.5 hrs 2–3 hrs 4–8 hrs 6–12 hrs
3–5 hrs 4–6 hrs 12–18 hrs 20–24 hrs
Peaks
Lasts
VISUAL: COMPARING INSULIN TYPES
0 2 4 6 8 10 12 14 16 18 20 22 24
rapid acting short acting intermediate acting long acting basal
The glycemic index is a measure of
how quickly blood glucose levels
(i.e., blood sugar) rise after eating
a particular type of food.
The effects that different foods have on
blood glucose levels vary considerably.
GLYCEMIC INDEX
Baguette 95
Pop tart 70
Yogurt 33
VISUAL: GLYCEMIC INDEX
0 1 2 3 4
Baguette
Pop tart
Yogurt
GLYCEMIC INDEX
0 1 2 3 4
Baguette
ALIGNMENT
Rapid acting insulin
(relative dose)
0 1 2 3 4
Baguette
0 1 2 3 4
Pasta
ALIGNMENT
0 1 2 3 4
Pasta
Rapid acting insulin
(relative dose)
ALIGNMENT
0 1 2 3 4
Pasta
Rapid acting insulin
(relative dose)
ALIGNMENT
WHAT ABOUT PREDICTION
Power of data visualization is that
it is a great way to show the future
CURRENT PREDICTIONBloodSugar
BETTER PREDICTIONActivityBloodSugar
Alert!
Low blood sugar predicted
based on current activity
Inputs
activity
insulin dosage
food intake
gsr
blood pressure
CONCLUDING THOUGHT
visualization is key to understanding complex health issues

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Visualizing Chronic Health (SXSW 2015)

  • 3. WHAT IS DATA VISUALIZATION? Data visualization is the creation and study of the visual representation of data. or “just draw it”
  • 4. WHY VISUAL? Approximately 70% of the body’s sense receptors reside within the eyes. It is not just the amount of information collected, but also the subtlety of the information. HUE LENGTH ORIENTATION AREA LOCATION COLOR WIDTH SHAPE
  • 5. WHAT IS DIABETES? a metabolic disease in which the body’s inability to produce any or enough insulin causes elevated levels of glucose in the blood. Type1vsType2vsGestational
  • 6. DIABETES TREATMENT Blood Sugar Monitoring – Single Read & Continuous Treatment through oral mediations and Insulin 105
  • 7. TYPICAL INSULIN DOSING ROUTINE 0 2 4 6 8 10 12 14 16 18 20 22 24 bolus dose basal dose
  • 8. 18.8M children and adults in the United States have diabetes25.8M(8.3%) 81 83 85 87 89 91 93 95 97 99 01 03 05 07 09 11 2 4 6 8 10 12 14 16 18 20 1.9 MILLION NEW CASES diagnosed in people aged 20 years and older in 2010 WHY SHOULD WE CARE? diagnosed undiagnosed 7.0M prediabetes 79M Diabetes continues to be the leading cause of kidney failure, nontraumatic lower-extremity amputations, and blindness among adults, aged 20 – 74.7 years. – Center for Disease Control
  • 9. WHY SHOULD WE CARE? $245 billion The total estimated cost of diagnosed diabetes in 2012 – American Diabetes Association $176 billion direct medical costs $69 billion reduced productivity
  • 11. APPALACHIAN TRAIL TREKKING 3 days 40.5 miles 122,713 steps 42.7lbs pack weight Calories burned: Insane!! Georgia
  • 12. WHAT WERE THE EFFECTS? Calories consumed daily: 3500++ Average Blood Sugar Level: normally needed Basal Bolus 26 50 needed for this trip Basal Bolus 12 0-6 Amount of insulin per day 76
  • 13. INSULIN USAGE VS ACTIVITY 0 10 20 30 40 50 60 70 80 10k 20k 30k 40k ACTIVITY (steps) My normal daily average
  • 14. INSULIN EFFICIENCY VS ACTIVITY 0 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 10k 20k 30k 40k ACTIVITY (steps) My normal daily average
  • 16. COMPARING INSULIN TYPES rapid acting short acting intermediate acting long acting basal Starts 5–15 mins 15–30 mins 1–2 hrs 1–3 mins .75–1.5 hrs 2–3 hrs 4–8 hrs 6–12 hrs 3–5 hrs 4–6 hrs 12–18 hrs 20–24 hrs Peaks Lasts
  • 17. VISUAL: COMPARING INSULIN TYPES 0 2 4 6 8 10 12 14 16 18 20 22 24 rapid acting short acting intermediate acting long acting basal
  • 18. The glycemic index is a measure of how quickly blood glucose levels (i.e., blood sugar) rise after eating a particular type of food. The effects that different foods have on blood glucose levels vary considerably. GLYCEMIC INDEX Baguette 95 Pop tart 70 Yogurt 33
  • 19. VISUAL: GLYCEMIC INDEX 0 1 2 3 4 Baguette Pop tart Yogurt
  • 20. GLYCEMIC INDEX 0 1 2 3 4 Baguette
  • 21. ALIGNMENT Rapid acting insulin (relative dose) 0 1 2 3 4 Baguette
  • 22. 0 1 2 3 4 Pasta ALIGNMENT
  • 23. 0 1 2 3 4 Pasta Rapid acting insulin (relative dose) ALIGNMENT
  • 24. 0 1 2 3 4 Pasta Rapid acting insulin (relative dose) ALIGNMENT
  • 25. WHAT ABOUT PREDICTION Power of data visualization is that it is a great way to show the future
  • 27. BETTER PREDICTIONActivityBloodSugar Alert! Low blood sugar predicted based on current activity Inputs activity insulin dosage food intake gsr blood pressure
  • 28. CONCLUDING THOUGHT visualization is key to understanding complex health issues