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We conduct research activities in various topics of medical image analysis. Our
main interests lie in Neuroimaging, Cardiovascular Imaging, and 3D Anatomical
Shape Analysis. We work closely with medical doctors, and collaborate with
hospitals for clinical motivation to drive our research activities.
IronDB MR - based Analysis, Indexing, and Retrieval of Brain Iron Deposition in Basal Ganglia - This multi-disciplinary project targets to significantly improve the understanding of neurodegenerative diseases by developing automatic methods that enable relating the brain iron accumulation to various diseases and complications.
This project involves a multi-disciplinary research requiring novel solutions from medical image processing, pattern recognition, search and retrieval, and clinical science.
This is a joint project with Philips Research Eindhoven.
Three Dimensional Statistical Shape Analysis and Modeling - In this project, we develop models of 3 Dimensional Objects using Statistical Shape Learning Theories. The methods developed are applied to Custom Design of Hearing Aid Devices.