Artificial Intelligence in Healthcare: Lost In Translation?

no code implementations • 28 Jul 2021 • Vince I. Madai, David C. Higgins

This is a clear indication of failing translation due to shortcomings of the current approach to AI in healthcare.

Translation

The social dilemma in artificial intelligence development and why we have to solve it

no code implementations • 27 Jul 2021 • Inga Strümke, Marija Slavkovik, Vince I. Madai

While the demand for ethical artificial intelligence (AI) systems increases, the number of unethical uses of AI accelerates, even though there is no shortage of ethical guidelines.

Ethics

Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks

1 code implementation • 9 Sep 2020 • Tabea Kossen, Pooja Subramaniam, Vince I. Madai, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey

Besides, we showed that synthetic patches can be used in a transfer learning approach with independent data.

Medical Image Analysis Transfer Learning

From Bit To Bedside: A Practical Framework For Artificial Intelligence Product Development In Healthcare

no code implementations • 23 Mar 2020 • David Higgins, Vince I. Madai

Our framework highlights the risks, objectives and key results which are typically required to proceed through a three-phase process to the market launch of a validated medical AI product.