Fully Automated MR Detection and Segmentation of Brain Metastases in Non‐small Cell Lung Cancer Using Deep Learning

Author:

Jünger Stephanie T.12,Hoyer Ulrike Cornelia Isabel3,Schaufler Diana4,Laukamp Kai Roman3,Goertz Lukas3,Thiele Frank35,Grunz Jan‐Peter6,Schlamann Marc3,Perkuhn Michael35,Kabbasch Christoph3,Persigehl Thorsten3,Grau Stefan12,Borggrefe Jan37,Scheffler Matthias4,Shahzad Rahil35,Pennig Lenhard3ORCID

Affiliation:

1. Department of General Neurosurgery, Center for Neurosurgery, Faculty of Medicine and University Hospital Cologne University of Cologne Cologne Germany

2. Centre for Integrated Oncology Faculty of Medicine and University Hospital Cologne, University of Cologne Cologne Germany

3. Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne University of Cologne Cologne Germany

4. Department of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Network Genomic Medicine, Lung Cancer Group Cologne, Faculty of Medicine and University Hospital of Cologne University of Cologne Cologne Germany

5. Philips GmbH Innovative Technologies Aachen Germany

6. Department of Diagnostic and Interventional Radiology University Hospital Würzburg Würzburg Germany

7. Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling University Hospital Ruhr University Bochum Bochum Germany

Funder

Universität zu Köln

Publisher

Wiley

Subject

Radiology Nuclear Medicine and imaging

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