Markus Bujotzek, PhD student at the German Cancer Research Center, joins host Timothy to unpack the challenges and successes of deploying real-world federated learning in radiology. Learn how Markus and his team used the open-source Kaapana platform across six university hospitals to tackle organizational, legal, and infrastructure hurdles—and why their results prove that federated learning is more than just a research dream. This episode is brought to you by BevelCloud—empowering the future ...
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Markus Bujotzek, PhD student at the German Cancer Research Center, joins host Timothy to unpack the challenges and successes of deploying real-world federated learning in radiology. Learn how Markus and his team used the open-source Kaapana platform across six university hospitals to tackle organizational, legal, and infrastructure hurdles—and why their results prove that federated learning is more than just a research dream. This episode is brought to you by BevelCloud—empowering the future ...
E3: Federated Learning and Privacy in Machine Learning
Distributed AI
26 minutes
9 months ago
E3: Federated Learning and Privacy in Machine Learning
In this insightful episode of the dAI Podcast, host Timothy Chou interviews Hugo Song, Product Manager at Google Research, to discuss the transformative power of Federated Learning and its role in advancing privacy and utility in machine learning. Hugo shares his journey from programming with Visual Basic in high school to working on cutting-edge AI technologies at Google. The conversation delves into the challenges of balancing data privacy with model performance, the application of Federate...
Distributed AI
Markus Bujotzek, PhD student at the German Cancer Research Center, joins host Timothy to unpack the challenges and successes of deploying real-world federated learning in radiology. Learn how Markus and his team used the open-source Kaapana platform across six university hospitals to tackle organizational, legal, and infrastructure hurdles—and why their results prove that federated learning is more than just a research dream. This episode is brought to you by BevelCloud—empowering the future ...
