Health Care systems using machine learning algorithms

1. Health Care systems using machine learning algorithms

Done by: Alimbayeva Z.K.
Supervisor: Yakunin K.O.

2. Content

• General description of the project
• Used technologies
• Implementation of web-API
• Project results
• Economic estimations
• Success criteria

3. General description of the project

Goal:
Development
of
client-server
application which is intended for health care.
Objectives: Create a MVP of project as
client-server application on Django and IOS
platform.
The societal vision: Creation of a application
that will help in monitoring of well-being a
person and give a predict value about
personal data.
Solved problems: Storage, access and
visualization of medical data, and analysis
and design of expert recommendation
systems for decision making using machine
learning algorithms and time series analysis.

4.

HealthAgent
Human resource:
-Team member:
Kazhenbayeva Gulnaz(IOS-developer)
Alimbayeva Zarina(back-end developer)
-mentors:
KBTU teachers

5. Used technologies

6. Implementation of web-API

7.

8.

9.

10.

1
4
7
10
13
16
19
22
25
28
31
34
37
40
43
46
49
52
55
58
61
64
67
70
73
76
79
82
85
88
91
94
97
100
30
20
10
5000
0
0
1
4
7
10
13
16
19
22
25
28
31
34
37
40
43
46
49
52
55
58
61
64
67
70
73
76
79
82
85
88
91
94
97
100
1
4
7
10
13
16
19
22
25
28
31
34
37
40
43
46
49
52
55
58
61
64
67
70
73
76
79
82
85
88
91
94
97
100
Weight
activity
30000
60
50
25000
40
20000
15000
10000
Calories
4000
3500
3000
2500
2000
1500
1000
500
0

11.

60
50
40
30
20
10
0
1
3
5
7
9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 65 67 69 71 73 75 77 79 81 83 85 87 89 91 93 95 97 99 101
Ряд1
Ряд2

12. Economic estimations

Profitability Index
1.43
Revenue
8 136 000 (KZT)
Payback Period
0.7
Profit
2 443 640 (KZT)
Cost
5 692 360 (KZT)
tangible
income
• notification advertisements
• premium version 1650(KZT)
Sources of
income

13. Success criteria

Profitability Index = 43%
In market has no competitors
Has a big opportunities for changing health care
sphere
Originality and relevance in today
Users get a motivation lead a healthy lifestyle

14.

Thank you for a attention!!!