Medical practice requires more and more interpretation of digital images. Human experts are expensive, error prone and get tired. Recent developments in image recognition, in particular through 'deep learning', have shown that computers can extract more information from images and are sometimes more reliable than people due to their increased accuracy. However, image recognition has mainly focused on everyday images such as those that can be found on Instagram and YouTube. ‘Adapting and further developing image recognition to the characteristics of medical images is an important challenge for the AIM Lab’, says Cees Snoek, one of the scientific directors of the AIM Lab. ‘From a technical perspective, work will be done on fundamental and relatively general AI models and algorithms that can be applied to specific diseases.’
AI for faster diagnosis
Over the next five years, seven PhD researchers will work in the lab on projects that will focus, among other things, on achieving a quicker diagnosis of Alzheimer’s disease, modelling cardiac rhythms and on generating automatic reports based on X-ray images.
The AIM Lab is the seventh lab to form part of ICAI. Over the past year, AIRlab Amsterdam (a joint industry lab with Ahold Delaize), the National Police Lab (collaboration between UvA, Utrecht University and the National Police) and Elsevier AI Lab (partnership between UvA, VU University Amsterdam and Elsevier) were created.
The Inception Institute of Artificial Intelligence Ltd. (IIAI) drives excellence and leadership of AI research in the UAE and the wider world with the aim of promoting economic growth, fostering innovation and improving healthcare and people’s lives. IIAI collaborates with leading hospitals in the UAE on applying cutting-edge machine learning and computer vision techniques to revolutionize the healthcare industry through medical image computation and analysis. IIAI attracts exceptionally talented and highly motivated researchers and engineers from around the world in the areas of computer vision, machine learning and medical imaging to work across disciplines on both fundamental and applied research.
The Innovation Center for Artificial Intelligence (ICAI) is a national initiative focused on joint technology development between academia, industry and government in the area of artificial intelligence. The Netherlands has the talent, the world-class research and the longstanding tradition in AI education to be one of the world’s top ranked countries in terms of innovation power. ICAI brings these positive forces together in a unique national initiative. ICAI’s innovation strategy is organized around industry labs, these are multi-year strategic collaborations.