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Welcome to the Image Data Exploration and Analysis Lab website! Our mission is to revolutionize the field of health data analysis by developing novel and computationally efficient techniques for the exploration and analysis of image data. We aim to reduce health inequalities and democratize access to rare healthcare expertise by utilizing advanced computational tools and techniques to improve the accuracy, speed, and accessibility of medical diagnosis and treatment. Our team is dedicated to exploring the frontiers of data-driven healthcare research and innovation, and we are committed to making a meaningful difference in the lives of people worldwide. Join us on our journey towards a healthier and more equitable future.
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.
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.
