Generative Medical Image AnonymizationIn this article, we discuss the background of medical image anonymization. We then introduce a generative medical image anonymization…Oct 29, 2024Oct 29, 2024
Federated Learning deployment: Fed-BioMedIn the first article of the series, we found out about what federated learning is and its potential in healthcare. In this article, we will…Oct 5, 2023Oct 5, 2023
Federated Learning and Healthcare: An OverviewFederated learning (FL) is expected to become more and more impactful in the healthcare domain [1]. A growing number of researchers…Sep 14, 2023Sep 14, 2023
Is data fixable? On the need of socially-informed practices in ML research and education (part 3)Part 3: AI ethics and our ML education practicesJan 26, 2023Jan 26, 2023
Is data fixable? On the need of socially-informed practices in research and education (part 2)Part 2: A more holistic perspective on data creation and expectationsJan 18, 2023Jan 18, 2023
Is data fixable? On the need of socially-informed practices in ML research and educationPart 1: Deployment failures and approaches to dataJan 10, 2023Jan 10, 2023