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Body Analytics for Triggering Healthier, Happier
and More Productive Lives
Joni Kettunen, Ph.D, CEO
Professional Sports
Hundreds of elite sports teams
Worldwide use Firstbeat Solutions.
Consumer Products
Firstbeat analytics power more than 60
consumer devices in the market
Wellness Services
Firstbeat lifestyle analysis is used by
400 European health care providers to
service more than 200,000 employees
in companies such as
FIRSTBEAT ANALYTICS IN THE MARKET
WHY WEARABLES?
• Measure the Individual (get data)
• to Influence Behaviors
• for better Health and/or Performance
Actionable for behavioral change?
• Measures must relate either directly to a health
condition, or to a factor influencing such condition
• Must have predictive value
• For consistent experience
• The feedback must be understandable and presented in
a meaningful context related to the task
• Otherwise there is no “fit for the job”
• Analytics is necessary to deliver both of the above
• Heart rate variability (HRV) refers to
beat-by-beat changes in heart rate
• HRV is mediated by autonomic nervous
system (ANS)
• Different body functions influence HRV.
We use HRV as a window to map
underlying physiology
• Firstbeat creates a digital model of key
physiological functions
DIGITIZED PHYSIOLOGY THROUGH HRV
3,330,411,840 Heartbeats
Predicted life expectancy in the US 86.8 years
On average we experience 105,120 heart beats per day (~73bpm)
Life is a story of 3,3 billion heart beats
PHYSIOLOGY BEHIND PRODUCTS
Firstbeat’s products and innovations are built on over 20 years of
research.
FIRSTBEAT ENGINE FOR DIGITIZED PHYSIOLOGY
Pre-programmed
physiological laws
according to
empirical databasesBasic signal analysis
and filtering
Heart rate variability
analysis
Systemic models:
• Respiratory system
• Oxygen system
• Energy
expenditure
• EPOC
• Autonomic
nervous system
(ANS)
Adaptation and personalization by automated learning of personal physiological
properties
Body stress and
recovery state
detection
Exercise Training
Effect analysis
Fitness level
detection
Artifact detection
(signal enhancement)
Parameterization for
physiological analysis
24h stress & recovery
balance
Fitness evaluation
Adaptive coaching
advice
API
Sleep quality
Core
physiological
functions
modeling
Physiology
signal
preparation and
analysis
Higher level
physiological
model
Scale and fit for
personalized
feedback
Physical load
quantification
Optical (PPG) signal
enhancement
Accelerometer data
analysis
Inputs
User: Age, height, weight, gender
Measurement data: Heartbeat
interval data
Optional: Speed of running,
accelerometer
Outputs
Patented technology.
Interpreted and actionable feedback
Measurement
With Any Heartbeat Sensor
Analysis
Firstbeat Body Analytics Engine
Insights
For Variety of Products and Services
DIGITAL MODEL OF PHYSIOLOGY
HRV
Physiology
database
Physiological
modeling
Data-driven
personalized
advice
PROFESSIONAL SPORTS
600 PRO TEAMS USE FIRSTBEAT TO INDIVIDUALIZE TRAINING
“… working out what’s best for each
player in terms of setting up their daily
schedule and implementing that
program.
… trying to find the routines and systems
that work for individual players, and
then enhancing and improving
upon these.”
- Lachlan Penfold, Head of Physical Performance
and Sports Medicine, Golden State Warriors
Are players training too easy or too hard?
Fitness (VO2max) is not only for athletes
Fitnesslevel(VO2max)
70
60
50
40
30
20
Poor Average Good Excellent Superior
World class marathon
runner: “SUPERIOR
FITNESS LEVEL”
Chelsea player:
“EXCELLENT FITNESS
LEVEL”
3h 30min marathon
runner:
“EXCELLENT FITNESS
LEVEL”
Person actively engaged
in exercise:
“GOOD FITNESS LEVEL”
Person not engaged in
exercise:
“POOR FITNESS LEVEL”
Performance, athletesWell-being, health, life quality
Fitness level
Recreational sports & fitness
Increase VO2max by 10%
 Reduce mortality risk
by 15%.
Increase VO2max by 2%
 Win a gold medal instead of 10th
place.
Increase VO2max by 10%
 10 more years of good
quality life.
Increase VO2max by 5%
 Run 10km 5minutes faster.
Fitness and quality of life
+20% fitness
equals
+20 years of
quality living
Walking stairs
Household work
Firstbeat can estimate VO2max accurately from
running or walking (no maximum or any
controlled protocol required)
Accuracy is 95% -> you can get your personal
fitness number from any exercise automatically,
analytics are being done at the background
Aerobic Fitness is measured as maximal oxygen
uptake (VO2max)
VO2max is the golden standard for aerobic fitness
• Amount of oxygen body is able to utilize in
maximal exercise
• Indicates the condition of body and especially
cardiovascular and circulatory systems
• VO2max has been traditionally measured in a
laboratory test
Recommend right
type of exercise,
based on your fitness
Get coaching or a
training plan,
according to your
fitness
Get updated
guidance, once your
fitness changes
How to use VO2max
Get to know how
fit you are (in the
first place)
Confirm if your fitness has been
developing
Make
predictions
FIRSTBEAT ANALYTICS IS EMBEDDED INTO 60 WEARABLES
Fitness Level
Fitness estimation (VO2max) from
running, walking and cycling
Training Effect
Personalized effect of exercise to
fitness and health
Energy Expenditure
Accurate calories from any exercise and
24/7 daily life
FIRSTBEAT ANALYTICS FOR SPORTS AND FITNESS
Next Workout
Recommendation
Coaching recommendations based on
user’s fitness
Real-time Guidance
Guidance during workouts to reach
fitness targets
Recovery Time Advisor
Time needed to recover after an
exercise, based on user’s fitness
ANALYTICS FOR PREVENTIVE
HEALTHCARE SERVICES
FIRSTBEAT
LIFESTYLE ASSESSMENT
Manage Stress
Recognize activities that cause
stress
Enhance Recovery
See how you recover during day
and night
Exercise Right
See the effect of your exercise
DAY-TO-DAY CHANGES IN STRESS
HEALTH COACHING
30 MIN
3-DAY PHYSIOLOGICAL
SNAPSHOT OF DAILY
LIFE
1 2 3 4
Would recommend
the service
96%
Highest reduction in
health care costs
60%
Were able to improve
stress, sleep or exercise
82%
+ + =
ANALYTICS ON STRESS,
RECOVERY AND
PHYSICAL ACTIVITY
HIGH CHANCE OF
BEHAVIORAL
CHANGE
Firstbeat Lifestyle Assessment delivered for 200,000 employee
EXERCISE BUILDS STRESS RESILIENCE
Good
stress
balance
Poor
stress
balance
Physically active people
who keep fit
Physically inactive
people
Analysis based on
Firstbeat user data
including approximately
100 000 assessments
"Body Analytics for Triggering Healthier, Happier and more Productive Lives" - Joni Kettunen (CEO, Firstbeat)

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"Body Analytics for Triggering Healthier, Happier and more Productive Lives" - Joni Kettunen (CEO, Firstbeat)

  • 1.
  • 2. Body Analytics for Triggering Healthier, Happier and More Productive Lives Joni Kettunen, Ph.D, CEO
  • 3. Professional Sports Hundreds of elite sports teams Worldwide use Firstbeat Solutions. Consumer Products Firstbeat analytics power more than 60 consumer devices in the market Wellness Services Firstbeat lifestyle analysis is used by 400 European health care providers to service more than 200,000 employees in companies such as FIRSTBEAT ANALYTICS IN THE MARKET
  • 4. WHY WEARABLES? • Measure the Individual (get data) • to Influence Behaviors • for better Health and/or Performance
  • 5. Actionable for behavioral change? • Measures must relate either directly to a health condition, or to a factor influencing such condition • Must have predictive value • For consistent experience • The feedback must be understandable and presented in a meaningful context related to the task • Otherwise there is no “fit for the job” • Analytics is necessary to deliver both of the above
  • 6. • Heart rate variability (HRV) refers to beat-by-beat changes in heart rate • HRV is mediated by autonomic nervous system (ANS) • Different body functions influence HRV. We use HRV as a window to map underlying physiology • Firstbeat creates a digital model of key physiological functions DIGITIZED PHYSIOLOGY THROUGH HRV
  • 7. 3,330,411,840 Heartbeats Predicted life expectancy in the US 86.8 years On average we experience 105,120 heart beats per day (~73bpm) Life is a story of 3,3 billion heart beats
  • 8. PHYSIOLOGY BEHIND PRODUCTS Firstbeat’s products and innovations are built on over 20 years of research.
  • 9. FIRSTBEAT ENGINE FOR DIGITIZED PHYSIOLOGY Pre-programmed physiological laws according to empirical databasesBasic signal analysis and filtering Heart rate variability analysis Systemic models: • Respiratory system • Oxygen system • Energy expenditure • EPOC • Autonomic nervous system (ANS) Adaptation and personalization by automated learning of personal physiological properties Body stress and recovery state detection Exercise Training Effect analysis Fitness level detection Artifact detection (signal enhancement) Parameterization for physiological analysis 24h stress & recovery balance Fitness evaluation Adaptive coaching advice API Sleep quality Core physiological functions modeling Physiology signal preparation and analysis Higher level physiological model Scale and fit for personalized feedback Physical load quantification Optical (PPG) signal enhancement Accelerometer data analysis Inputs User: Age, height, weight, gender Measurement data: Heartbeat interval data Optional: Speed of running, accelerometer Outputs Patented technology.
  • 10. Interpreted and actionable feedback Measurement With Any Heartbeat Sensor Analysis Firstbeat Body Analytics Engine Insights For Variety of Products and Services DIGITAL MODEL OF PHYSIOLOGY HRV Physiology database Physiological modeling Data-driven personalized advice
  • 12. 600 PRO TEAMS USE FIRSTBEAT TO INDIVIDUALIZE TRAINING
  • 13. “… working out what’s best for each player in terms of setting up their daily schedule and implementing that program. … trying to find the routines and systems that work for individual players, and then enhancing and improving upon these.” - Lachlan Penfold, Head of Physical Performance and Sports Medicine, Golden State Warriors
  • 14. Are players training too easy or too hard?
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  • 16. Fitness (VO2max) is not only for athletes Fitnesslevel(VO2max) 70 60 50 40 30 20 Poor Average Good Excellent Superior World class marathon runner: “SUPERIOR FITNESS LEVEL” Chelsea player: “EXCELLENT FITNESS LEVEL” 3h 30min marathon runner: “EXCELLENT FITNESS LEVEL” Person actively engaged in exercise: “GOOD FITNESS LEVEL” Person not engaged in exercise: “POOR FITNESS LEVEL” Performance, athletesWell-being, health, life quality Fitness level Recreational sports & fitness Increase VO2max by 10%  Reduce mortality risk by 15%. Increase VO2max by 2%  Win a gold medal instead of 10th place. Increase VO2max by 10%  10 more years of good quality life. Increase VO2max by 5%  Run 10km 5minutes faster.
  • 17. Fitness and quality of life +20% fitness equals +20 years of quality living Walking stairs Household work
  • 18. Firstbeat can estimate VO2max accurately from running or walking (no maximum or any controlled protocol required) Accuracy is 95% -> you can get your personal fitness number from any exercise automatically, analytics are being done at the background Aerobic Fitness is measured as maximal oxygen uptake (VO2max) VO2max is the golden standard for aerobic fitness • Amount of oxygen body is able to utilize in maximal exercise • Indicates the condition of body and especially cardiovascular and circulatory systems • VO2max has been traditionally measured in a laboratory test
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  • 20. Recommend right type of exercise, based on your fitness Get coaching or a training plan, according to your fitness Get updated guidance, once your fitness changes How to use VO2max
  • 21. Get to know how fit you are (in the first place) Confirm if your fitness has been developing Make predictions
  • 22. FIRSTBEAT ANALYTICS IS EMBEDDED INTO 60 WEARABLES
  • 23. Fitness Level Fitness estimation (VO2max) from running, walking and cycling Training Effect Personalized effect of exercise to fitness and health Energy Expenditure Accurate calories from any exercise and 24/7 daily life FIRSTBEAT ANALYTICS FOR SPORTS AND FITNESS Next Workout Recommendation Coaching recommendations based on user’s fitness Real-time Guidance Guidance during workouts to reach fitness targets Recovery Time Advisor Time needed to recover after an exercise, based on user’s fitness
  • 25. FIRSTBEAT LIFESTYLE ASSESSMENT Manage Stress Recognize activities that cause stress Enhance Recovery See how you recover during day and night Exercise Right See the effect of your exercise
  • 27. HEALTH COACHING 30 MIN 3-DAY PHYSIOLOGICAL SNAPSHOT OF DAILY LIFE 1 2 3 4 Would recommend the service 96% Highest reduction in health care costs 60% Were able to improve stress, sleep or exercise 82% + + = ANALYTICS ON STRESS, RECOVERY AND PHYSICAL ACTIVITY HIGH CHANCE OF BEHAVIORAL CHANGE Firstbeat Lifestyle Assessment delivered for 200,000 employee
  • 28. EXERCISE BUILDS STRESS RESILIENCE Good stress balance Poor stress balance Physically active people who keep fit Physically inactive people Analysis based on Firstbeat user data including approximately 100 000 assessments