1. Wireless eHealth Self-learning medical expert system

2. Introduction
Population health care is one of the main priorities in the world. The modern science takes aim at diseases treatment. However, there is one more important task. It’s the prevention of vital dysfunctions and leading a healthy way of life.

3. Introduction
Main health risk factors are overweight, irrational nutrition, hypodynamia, alcohol, smoking.
The healthy way of life notion is large and includes a complex of measures providing a harmonic personal development, physical and psychological health promotion.

4. Introduction
Whatever your age, fitness level or body shape are, it is never too soon or too late to start thinking about living healthily. The considered self-learning medical expert system, operating on the basis of biofeedback and wireless technologies, can become a real step in solving the priority task of gaining and keeping the healthy way of life.

5. Self-learning medical system (WiFIT) conception
WiFIT performs a complex express-diagnostics and monitoring of functional, physical and psychological parameters of human health in their interrelation with its basic factors that influence it, such as a way of life and the environment.
The system is designed and adapted for various groups of users - starting from apparently healthy people and spanning to cover people with various dysfunctions and diseases, and is considered to be a personal oriented solution.

6. Self-learning medical system (WiFIT) conception
WiFIT General Diagram
The system includes diagnostic sensors set with wireless communication blocks, a mobile communicator with installed specialized software and a data server.

7. Three main aspects of the healthy lifestyle
Self-learning medical system (WiFIT)
conception
Three main aspects of the healthy lifestyle
Rational nutrition
Psychological
health
Physical activity

8. Wi-FIT principle of operation Algorithm consists of 3 parts:
Complex diagnostics of vital signs based on personal data and testing results.
Individual program of healthy life-style based on diagnostics results and personal requirements.
Control of individual program carrying-out and its adjustment according to achieved personal results.

9. Wi-FIT principle of operation Three main aspects of Wi-FIT
PERSONAL DATA
INPUT
psychological
health
physical
activity
physical
activity
CONTROL
DIAGNOSTICS
nutrition
Psychological
health
RECOMENDATIONS
Psychological
health
nutrition
physical
activity

10. Wi-FIT principle of operation
Complex diagnostics
The complex diagnostics is performed on the basis of special software operating on Windows Mobile platform and includes:
personal data processing
physical state diagnostics
nutrition diagnostics
psychological state diagnostics

11. Wi-FIT principle of operation Complex diagnostics / Personal data
Personal data entered by the user:
- sex
- weight
- height
- age
- bad habits
- questionnaire for diseases

12. Wi-FIT principle of operation Complex diagnostics / Nutrition
The nutrition diagnostics is carried out in accordance with the duration (in days) chosen by the user and fixed by the program.
The user enters all consumed foodstuff and dishes to the corresponding program sub-menu.

13. Wi-FIT principle of operation Complex diagnostics / Physical state
To fulfill the physical state diagnostics the user should pass through the tests. Tests will measure person’s function state and physical abilities.
During testing the program provides the user with visual (screen on the phone or on the other mobile device) and sound assistance.
The special sensor fixes user’s heart rate in beat-to-beat mode.

14. Wi-FIT principle of operation
Complex diagnostics / Physical state
Tests:
Test of function state:
- Gurevich test
(heart rate after exercise stress)
- test “Steps”
(heart rate adjustment after exercise stress)
- Serkin test
(breath holding time before and after exercise stress)
2) Test of physical abilities:
- flexibility test
- power test

15. Wi-FIT principle of operation Complex diagnostics
A developed miniature sensor complex is used as a diagnostic device, which transmits data to a mobile communicator with an installed special software by means of wireless technologies.

16. Wi-FIT principle of operation Complex diagnostics
Physical state diagnostics for people with various dysfunctions and diseases should be done under medical supervision. Depending on the disease, some additional parameters should be measured: blood pressure, electrocardiogram, blood sugar and etc. Using modular approach the system can be easily adapted to special groups of users: people with various diseases (hypertension, diabetes etc.) or people with special requirements (aged, frequent travellers etc.)

17. Wi-FIT principle of operation
Complex diagnostics
For special groups of users we will suggest additional diagnostic equipment with bluetooth option:
Blood pressure monitor
Electronic bodyscale
Peak-flow meter
Pulse-oximeter
Heart rate monitor
Blood glucose monitor
ECG monitor

18. Wi-FIT princilpe of operation Complex diagnostics / Emotional state
The next stage of the integrated diagnostics is emotional diagnostics.
Results are based on psychological tests:
- The Luscher (8-th Color) test

19. Wi-FIT princilpe of operation Complex diagnostics / Emotional state
- Concentration test

20. Wi-FIT principle of operation Complex diagnostics
As the result of complex diagnostics the user can see the information about his health in comparison with the norm dates for his age and sex: body mass index, heart rate, physical state, adaptation capacity to exercise stress; blood pressure; stress resistance level and etc.

21. Wi-FIT principle of operation Individual program
The system sets an individual program for the healthy lifestyle, using the results of the complex diagnostics and personal user’s requirements.
For example:
- increasing physical activity
- shaping
- weight loss
Individual program includes detailed recommendations for nutrition and fitness

22. Wi-FIT principle of operation Individual program / Nutrition

23. Wi-FIT principle of operation Individual program / Physical activity
In accordance with the complex diagnostics results the user is offered an individual fitness complex (video film with voice assistance).
Periodicity, duration and intensity
of exercises are indicated.

24. Wi-FIT principle of operation Control of individual program
The final stage is the individual program control and its update when the user has achieved some certain results.
The individual program update is based on the biofeedback principle as a method of physiological self control functions.

25. Wi-FIT principle of operation Encyclopaedia of healthy lifestyle
Wi-FIT databases :
database of products and dishes, divided into nutrients (appr items);
database of «Exercise series” (video films with voice assistance);
guide of biomedical characteristics food elements;
recommendations on nutrition, taking vitamins and minerals for various diseases;
recipe-book.

26. Wi-FIT principle of operation
Technology of Wi-FIT database completion
From a specialized Wi-FIT server via traffic channels provided by the network operator
By means of special software OCR Mobile, which recognizes 2D code with the data of chemical product composition

27. Overall Block Diagram of the System
User PC
Bluetooth
Public
Wireless
network
Server
WiFIT
Medical centre 27

28. Complex structure
DIAGRAM 1
Bluetooth
GSM
Server

29. Complex structure DIAGRAM 2 Server Bluetooth Database Medical centre
WI-MAX
Medical centre
Bluetooth
Database

30. Complex structure DIAGRAM 3 Server Database Medical centre Bluetooth
WI-MAX
Medical centre
Bluetooth
WI-FI
Database

31. Conclusion
The distinctive feature of presented system is its personalization.
The system can be used by both the professional physicians and the person at home
The system can organize self-regulation of physiological body processes by data registration and its converting into feedback signals.
As a result the user will start to change his or her mentality, habits and attitude to health.

32. THANK YOU!