In order to alleviate medical staff from time consuming manual labour, GoDataDriven and the cardiovascular department of the University Medical Center Groningen teamed up, to apply deep learning to MRI data for automated inpainting of the left- and right- heart chambers and the heart muscle.

1. CardioAI
Automated Medical Diagnosis from MRI and Patient Data using Deep Learning
Ivo Everts
AI specialist

2. Making clients win
by using data
42 data specialists:
▪ 50% data engineer
▪ 50% data scientist
Part of Xebia Group
Headquartered in Amsterdam
OUR STORY

3. CLIENTS
E-commerce
Travel &
Leisure
Financial
Services
Utilities Products Media

4. Technical Partnering

5. Technical Partnering
Let's add Healthcare to our list of clients-by-industry!

6. Overview
>> The CardioAI tool
>> The future of AI in healthcare

7. CardioAI

8. CardioAI

9. CardioAI
Offering this as a service could:
Save time
Enable large scale processing
Unleash new research and applications

10. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Predict
infarction
risk
Visualize
outcome

11. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Visualize
outcome

12. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Visualize
outcome

13. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Visualize
outcome
Metadata or convnet

14. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Visualize
outcome
Metadata or convnet
https://www.researchgate.net/figure/The-proposed-convolution-neural-network-consists-of-two-convolutional-layers-max-pooling_fig3_264160750

15. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Visualize
outcome

16. CardioAI service
Input
Output

17. CardioAI service
Input
Output
One Unet per class

18. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Visualize
outcome

19. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Visualize
outcome

20. CardioAI service
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Visualize
outcome
Upload MRI images
Download results

21. CardioAI future
Make MRI
Detect
appropriate
images
Segment
images
Calculate
features
Predict
infarction
risk
Visualize
outcome
This - and many other things - are to be implemented
based on datasets obtained by the CardioAI service

22. CardioAI future

23. CardioAI
Deep Learning MRI Google Cloud 3D Medical Awesomeness

24. CardioAI
Deep Learning MRI Google Cloud 3D Medical Awesomeness
When & how exactly!?
>> Still far fetched connection with daily ops in the clinic

25. The future of AI in healthcare
"The future is already here — it's just not very evenly distributed."
William Gibson

26. The future of AI in healthcare
"The future is already here — it's just not very evenly distributed."
William Gibson

27. Let's consult McKinsey

28. Let's consult McKinsey
Current client base

29. Let's consult McKinsey
Current client base
Come on people!

30. Things
are
getting
serious
Maxine Mackintosh @ NRClive zorgtech

31. Flip the ethical discussion
>> Projects freeze because of privacy and security concerns
>> Where would we be if we could add some defrost

32. Flip the ethical discussion
Cardiac function analysis on thousands of patients
>> Projects freeze because of privacy and security concerns
>> Where would we be if we could add some defrost

33. Flip the ethical discussion
Cardiac function analysis on thousands of patients
AI as a medicine:
predicting stent urgency from blood pressure measurements
>> Projects freeze because of privacy and security concerns
>> Where would we be if we could add some defrost

34. Flip the ethical discussion
Cardiac function analysis on thousands of patients
AI as a medicine:
predicting stent urgency from blood pressure measurements
ADHD profiling for early detection
>> Projects freeze because of privacy and security concerns
>> Where would we be if we could add some defrost

35. Flip the ethical discussion
Cardiac function analysis on thousands of patients
AI as a medicine:
predicting stent urgency from blood pressure measurements
ADHD profiling for early detection
Hypoglycemia prediction based on heart rate variability
>> Projects freeze because of privacy and security concerns
>> Where would we be if we could add some defrost

36. Explore new opportunities
Healthcare is
>> relevant
>> interesting
>> difficult

37. Explore new opportunities
Healthcare is
>> relevant
>> interesting
>> difficult
We must
>> mutually benefit
>> push forward
>> team up

38. Make impact on patient care with AI
based on years of experience

40. Check us out at medicx.ai / LinkedIn
ivoeverts@godatadriven.com
(I need to fix that;)