
Data Labeling and Transparency
- Ronald M. Razmi, MD
- November 22, 2021
Transparency of data and AI algorithms is also a major concern. Transparency is relevant at multiple levels. First, in the case of supervised learning, , the accuracy of predictions relies heavily on the accuracy of...

Federated AI As A Solution? Part III
- Ronald M. Razmi, MD
- November 16, 2021
In the final installment in this series about federated AI, we wrap up the discussion around the potential benefits of federated AI in developing good models in healthcare. Remember that this extensive discussion of federated...

Federated AI As A Solution? Part II
- Ronald M. Razmi, MD
- November 9, 2021
We have been examining the topic of data and its importance to developing and running AI algorithms now for several weeks. When it comes to AI, the topic of data can not be discussed enough!...

Federated AI As A Solution? Part I
- Ronald M. Razmi, MD
- November 2, 2021
In our last discussion, we tackled the issue of data as the bloodline for developing AI algorithms for various applications in healthcare. We also discussed how difficult it is to get that data and make...

How Do You Get the Data?
- Ronald M. Razmi, MD
- October 26, 2021
Data to AI is what oil has been to the world economy for the last century. Unless you have plenty of it, you will not be able to get far! It's not enough to get...