- Highlighting the ethical and practical challenges of accessing patient data and how best to overcome shared challenges
- Developing trust across those involved in the formation of real-world data
- De-identify personal information using a risk-based approach and putting valuable data in the hands of data scientists
Speaker(s):
![](https://connectedhealthandfitness.com/sites/default/files/styles/panopoly_image_square/public/speakers/aaron-mann-sq.jpg?itok=kMUTs-om&c=6879f85f7697c8d8090374442a786395)
Aaron Mann
Co-Founder and CEO
Clinical Research Data Sharing Alliance
![](https://connectedhealthandfitness.com/sites/default/files/styles/panopoly_image_square/public/speakers/bio-from-web.jpg?itok=P2UoRJjJ&c=cad298139fb6c00e4b496c58c5ed4fb9)
Peter Mesenbrink
Executive Director Statistician
Novartis
![](https://connectedhealthandfitness.com/sites/default/files/styles/panopoly_image_square/public/speakers/i6dfym5n_400x400.jpg?itok=L5uhmH_m&c=fca690c28f3148226ba10bf3df52390c)
Rebecca Li
Executive Director
Vivli
![](https://connectedhealthandfitness.com/sites/default/files/styles/panopoly_image_square/public/speakers/informal_headshot.jpg?itok=ELu7-_HZ&c=271e280f69b03b9dd44c8cb89b98f59b)
Julie Holtzople
Senior Director of Clinical Transparency & Data Sharing
AstraZeneca