What is Privacy Preserving Artificial Intelligence?
Also: Privacy preserving AI
Privacy Preserving Artificial Intelligence, techniques of artificial intelligence that protect privacy. (Also: Privacy preserving AI.)
In the context of artificial intelligence
Privacy preserving artificial intelligence is related to the approach of transforming data into insights and decision support in artificial intelligence supported health processes. The aim is not to make decisions on behalf of humans, but to make the right data visible at the right time.
How does it work?
In addition to model performance, data quality, explainability, and regulatory compliance are also part of success.
In summary
In short, privacy preserving artificial intelligence is one of the building blocks that constitute the digital maturity of a healthcare institution; it is more of an approach that produces value when properly structured than a singular tool.
For relevant consulting areas, you can check our solutions, and to see the whole topic, you can review the AI Supported Hospital Management guide.
Sık Sorulan Sorular
What is privacy preserving artificial intelligence?
Techniques of artificial intelligence that protect privacy. (Also known as Privacy preserving AI)
How is privacy preserving artificial intelligence used in AI supported processes?
Privacy preserving artificial intelligence plays a role in transforming clinical and operational data into insights; it does not make decisions but supports the decisions of relevant teams.
Who is concerned with privacy preserving artificial intelligence?
Privacy preserving artificial intelligence concerns teams working in the field of Artificial Intelligence, primarily data/analytics teams and managers seeking decision support.