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UKER and IDEA lab Researchers have developed an ML tool to improve the diagnosis and assessment of severe complications in patients with Fontan circulation, a surgical treatment for various single-ventricle congenital heart conditions. While survival rates have improved, patients remain at risk for complications like protein-losing enteropathy and plastic bronchitis, often due to lymphatic system congestion. 

We are thrilled to announce that this week, Mischa had the fantastic opportunity to present our paper 'Trade-offs in Fine-tuned Diffusion Models Between Accuracy and Interpretability' as an oral presentation at the AAAI Conference on Artificial Intelligence as part of the main conference - Safe, Rob...

Members of the IDEA lab present several papers at MICCAI 2023 in Vancouver, CA and won the MICCAI MOOD challange.

IDEA-Lab at ICCV2023

We met 18-19 September in Erlangen to kick-start the MIA-NORMAL project and to discuss our research and future directions. Great autumn vibes in IDEA@AIBE@FAU.

Luise Prell‐ und Fritz‐ und Maria‐Hofmann research prize for IDEA Master's student Constantin Jehn

Read this fantastic survey paper by one of my former PhD students and myself if you want to know more about Human-in-the-loop computing. A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis Samuel Budd, Emma C Robinson, Bernhard Kainz https://arxiv.org/abs/...

The Image Data Exploration and Analysis Lab addresses some of the most important issues facing the world today. Data science is revolutionising how medicine is understood, how biomedical research is conducted and how healthcare is delivered. Our mission is to reduce health inequalities, democratize ...