Quality control matters: automated magnetic resonance imaging-based abdominal organ segmentation in 20,000 participants of the UK biobank and German National Cohort Studies

Large epidemiological studies such as the UK Biobank (UKBB) or German National Cohort (NAKO) provide unprecedented health-related data of the general population aiming to better understand determinants of health and disease. As part of these studies, Magnetic Resonance Imaging (MRI) is perform...

Bibliographic Details

Main Authors:	Kart, Turkay (Author) , Fischer, Marc (Author) , Winzeck, Stefan (Author) , Glocker, Ben (Author) , Bai, Wenjia (Author) , Bülow, Robin (Author) , Emmel, Carina (Author) , Friedrich, Lena (Author) , Kauczor, Hans-Ulrich (Author) , Keil, Thomas (Author) , Kröncke, Thomas (Author) , Mayer, Philipp (Author) , Niendorf, Thoralf (Author) , Peters, Annette (Author) , Pischon, Tobias (Author) , Schaarschmidt, Benedikt (Author) , Schmidt, Börge (Author) , Schulze, Matthias (Author) , Umutlu, Lale (Author) , Völzke, Henry (Author) , Küstner, Thomas (Author) , Bamberg, Fabian (Author) , Schoelkopf, Bernhard (Author) , Rückert, Daniel (Author) , Gatidis, Sergios (Author)
Format:	Article (Journal) Chapter/Article
Language:	English
Published:	19 Jul 2022
In:	Research Square Year: 2022, Pages: 1-16
ISSN:	2693-5015
DOI:	10.21203/rs.3.rs-1840125/v1
Online Access:	Resolving-System, kostenfrei, Volltext: https://doi.org/10.21203/rs.3.rs-1840125/v1
Author Notes:	Turkay Kart, Imperial College London, Marc Fischer, University of Stuttgart, Stefan Winzeck, Imperial College London, Ben Glocker, Imperial College London, Wenjia Bai, Imperial College London, Robin Bülow, Greifswald University Hospital, Carina Emmel, University Hospital Essen, Lena Friedrich, University Hospital Augsburg, Hans-Ulrich Kauczor, University Hospital Heidelberg, Thomas Keil, Charité - University Medicine Berlin, Thomas Kröncke, University Hospital Augsburg, Philipp Mayer, University Hospital Heidelberg, Thoralf Niendorf, Max Delbrück Center for Molecular Medicine, Annette Peters, Helmholtz Zentrum München, Tobias Pischon, Max Delbrück Center for Molecular Medicine, Benedikt Schaarschmidt, University Hospital Essen, Börge Schmidt, University Hospital Essen, Matthias Schulze, German Institute of Human Nutrition, Lale Umutlu, University Hospital Esssen, Henry Völzke, Greifswald University Hospital, Thomas Küstner, University of Tübingen, Fabian Bamberg, University of Freiburg, Bernhard Schoelkopf, Max Planck Institute for Intelligent Systems, Daniel Rückert, Technical University of Munich, Sergios Gatidis, Max-Planck Institute for Intelligent Systems