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.
We met 18-19 September in Erlangen 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
The Image Data Exploration and Analysis Lab (https://www.idea.tf.fau.eu/) at the Department Artificial Intelligence in Biomedical Engineering (AIBE) has an exciting opening to be filled as soon as possible for
Research Assistant (PhD Student) or Postdoctoral Researcher (TV-L E13 - 100%) starting 1 April 2023.
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
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 ...