A semi-automated quality assurance tool for cardiovascular magnetic resonance imaging: application to outlier detection, artificial intelligence evaluation and trainee feedback
Year: 2025
Type: article
Language: en
Topic: Cardiac Imaging and Diagnostics
Authors and affiliations:
raw_author_name: Thomas Hadler
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany. thomas.hadler@charite.de
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany. thomas.hadler@charite.de
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany. thomas.hadler@charite.de
raw_author_name: Leonhard Grassow
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Johanna Kuhnt
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Richard Hickstein
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Hadil Saad
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Maximilian Fenski
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Jan Gröschel
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Deutsches Herzzentrum der Charité-Medical Heart Center of Charité and German Heart Institute Berlin, Klinik für Kardiologie, Angiologie und Intensivmedizin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Ralf-Felix Trauzeddel
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Department of Anesthesiology and Operative Intensive Care Medicine, Charité Campus Benjamin Franklin, Hindenburgdamm 30, 12203, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Edyta Blaszczyk
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Clemens Ammann
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Darian Viezzer
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
raw_author_name: Anja Hennemuth
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Deutsches Herzzentrum der Charité (DHZC), Institute of Computer-Assisted Cardiovascular Medicine, Augustenburger Platz 1, Berlin, Germany
Fraunhofer MEVIS, Bremen, Germany
raw_author_name: Steffen Lange
raw_affiliation_strings: Department of Computer Sciences, Hochschule Darmstadt - University of Applied Sciences, Darmstadt, Germany
raw_author_name: Jeanette Schulz-Menger
raw_affiliation_strings: Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
Department of Cardiology and Nephrology, Helios Hospital Berlin-Buch, Berlin, Germany
Working Group on Cardiovascular Magnetic Resonance, Experimental and Clinical Research Center, A Joint Cooperation Between the Charité - Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany