The mass of collected data opens the door to much more accurate analyzes of the healthcare system – with the purpose of optimizing it – and to a shift from preventive to predictive medicine. With big data providing and increase tools to prevent and predict pathologies, the data scientist role emerges in the clinical space, suggesting an evolution of the medical professionals.

1. The future of wearable devices.
How AI can revolutionize approach
to medical device development
Ron Fridman
AI lecture CEO & FounderPartner

2. Even Elon Musk talks about Ukraine
Source: http://scienews.com/space/1271-elon-musk-said-that-the-
ukrainian-rocket-zenit-the-best-after-his-falc.html

3. Ukrainians are famous by their
spirit of revolution
1991 2004 2014

4. I`ve discovered Singularity University in 2016

5. Less than 1 year from idea to reality
Singularity University Global Summit 2017, San Francisco

6. Today's medicine: Health vs. Healthcare
Contemporary medicine is tasked with the treatment of disease

7. PPPM ( Personalized, Predictive, Preventive medicine)
Source: Sante: Horizon 2020,
JALMA; Nokia

8. What is the keyword in the future of
medical devices?
Soures: https://www.economist.com/news/leaders/21721656-data-economy-demands-new-approach-antitrust-rules-worlds-most-
valuable-resource

9. DATAis the new oil
But how we are going to
refine it?

10. =
= AI-based cloud
solutions
Medical data will double every 73days in 2020

11. Data collection approach is changing
From passive and limited
data collection
To active and patient-centric
monitoring

12. Our user-friendly way to collect medical data:
Mawi Band

13. Our R&D Projects
Arrhythmia detection Parkinson disease
detection
Emotion detection
using ECG
Biometric identification
using ECG
Activity tracking
and fitness optimization
AI - based EEG
analysis
Detection of non
heart-related diseases

14. FDA is ready to certify even AI
https://www.forbes.com/sites/bernardmarr/2017/01/20/
first-fda-approval-for-clinical-cloud-based-deep-learning-in-
healthcare/#509f4f1d161c

15. What do these people have in common?
Vice President
Joe Biden
Basketball
Hall of Famer
Larry Bird
NASCAR driver
Michael Walltrip
Musician
Barry Manilow
My uncle
Alex
Source: http://www.daily-journal.com/opinion/columnists/local/discovering-a-fib-common-awkward-
potentially-deadly/article_62e5ddcd-a56b-587b-9269-1421fa2d7122.html
They are among the estimated 3.2 Americans who have a
heart condition called atrial fibrillation or “AF”.

16. 9 of 10 heart strokes could be predicted
http://merisight.com/
3.2M
U.S people diagnosed with
AF + 1M undiagnosed
460.000
AF inpatient
Hospitalization in 2012
+5-10%
Yearly growth in AF population
1 in 4 people over forty
develops AF

17. Our approach to
arrhythmia detection
• A prototype of AI for automated arrhythmia
detection and tested it on different datasets.
• An accuracy of 95% on detecting atrial
fibrillation.
• 20 seconds long ECG records as an input to
our deep neural network.

18. Parkinson’s disease
statistics
The exact cause of
Parkinson’s disease
is unknown.
There is no test to
diagnose Parkinson’s
disease.
Source: https://www.michaeljfox.org/page.html?what-is-
parkinsons-infographic

19. Main functions of the system
Detection of Parkinson’s
disease on early stage
Analysis of the patient's
condition
Interaction between
patient and doctor
Automatic lifestyle
recommendations that can
improve patient’s condition

20. Emotion Detection
According to the most popular view on
humans emotions, they are all
characterized by 2 parameters:
• Arousal - may be explained as “how
powerful is an emotion”
• Valence - is emotion positive or negative
https://www.researchgate.net/profile/Yi-hsuan_Yang/publication/
254004106/figure/fig1/AS:298208942149638@1448109960909/
Fig-2-The-2D-valence-arousal-emotion-space-Russell-1980-the-position-of-the.png

21. Wearables can predict even fertility days
Standard fertility awareness methods:
Standard days Body temperature Urine or another test
Not accurate Not comfortable Not comfortable at all

22. Fertility tracking features:
- Electrocardiogram (ECG)
- Sleep quality
- Stress level
- Vital signs
our AI based solution:
- shows better accuracy | >95%
- more comfortable | wristband
- bigger picture of the health | via ECG
Our novel approach to prediction fertility days

23. ron@mawi.band
WeChat ID:
ronfridman
Lets offer our customers
daily care, not only
“Emergency days” care