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Aarhus University / Aarhus University Hospital / University of Cologne / University of Bonn / German Center for Neurodegenerative Diseases (DZNE) / Forschungszentrum Jülich
Released August 17, 2026
Sleep staging from one behind-the-ear electrode pair, feeding automated REM-sleep-without-atonia scoring and REM sleep behaviour disorder detection.
Aarhus University / Aarhus University Hospital / University of Cologne / Forschungszentrum Jülich / University of Bonn / German Center for Neurodegenerative Diseases (DZNE) / Rigshospitalet
Released February 10, 2026
Automated sleep staging for polysomnography in Parkinson's disease and isolated REM sleep behaviour disorder, with per-epoch confidence estimates.
Generalist neuroimaging vision foundation model pretrained on 5.24M clinical MRI and CT volumes for radiologic diagnosis and report generation.
Massachusetts General Hospital / Harvard Medical School / Inselspital, Bern University Hospital / University of Cologne / University Hospital Augsburg / ShanghaiTech University
Released March 4, 2025
PET/CT foundation model pretrained by cross-modal masked autoencoding on whole-body scans, for tumor lesion segmentation and lymphoma staging.
CeMM Research Center for Molecular Medicine / Ludwig Boltzmann Institute for Network Medicine / Medical University of Vienna / University of Vienna / Medical University of Innsbruck / University of Cologne / Helmholtz Munich / KU Leuven / University of Melbourne
Released November 15, 2024
Tissue-specific histological aging clocks that read biological age and per-organ age gaps from H&E whole-slide images and from blood gene expression.