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Rueckert Lab

Summary

The Rueckert Lab (Chair for AI in Healthcare and Medicine) is a research group led by Daniel Rueckert based at the Technical University of Munich (TUM), Germany, and Imperial College London, UK. The lab develops machine learning, computer vision, and deep learning methods for medical image computing, clinical decision support, and cohort-scale healthcare informatics. The lab co-developed the RisQ framework for learning joint disease-risk representations (as of 2026-07-09).

Research Areas

The Rueckert Lab focuses on applying advanced machine learning to medical problems: - Medical Image Analysis: Developing deep learning models for segmentation, reconstruction, registration, and classification of MRI, CT, and other medical imaging modalities. - AI-Guided Healthcare: Engineering robust clinical decision-support systems that integrate medical images with electronic health records (EHR) and genomic indicators. - Multi-Disease Risk Representation: Investigating representation learning methods to build patient-specific health summaries for predicting disease trajectories across time.

Citations