Automated multiclass segmentation, quantification, and visualization of the diseased aorta on hybrid PET/CT-SEQUOIA.

Autor: van Praagh GD; Medical Imaging Center, Department of Nuclear Medicine & Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands., Nienhuis PH; Medical Imaging Center, Department of Nuclear Medicine & Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands., Reijrink M; Department of Internal Medicine, division of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands., Davidse MEJ; Department of Applied Mathematics and Technical Medicine Center, University of Twente, Enschede, the Netherlands., Duff LM; Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, UK., Spottiswoode BS; Siemens Medical Solutions USA, Inc., Knoxville, Tennessee, USA., Mulder DJ; Department of Internal Medicine, division of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands., Prakken NHJ; Medical Imaging Center, Department of Nuclear Medicine & Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands., Scarsbrook AF; University of Leeds, School of Medicine, Leeds, UK.; NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK.; NIHR Leeds Medtech and In vitro Diagnostics Co-operative, Leeds Teaching Hospitals NHS Trust, Leeds, UK., Morgan AW; University of Leeds, School of Medicine, Leeds, UK.; NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK.; NIHR Leeds Medtech and In vitro Diagnostics Co-operative, Leeds Teaching Hospitals NHS Trust, Leeds, UK., Tsoumpas C; Medical Imaging Center, Department of Nuclear Medicine & Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.; Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, UK., Wolterink JM; Department of Applied Mathematics and Technical Medicine Center, University of Twente, Enschede, the Netherlands., Mouridsen KB; Medical Imaging Center, Department of Nuclear Medicine & Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.; Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, Denmark., Borra RJH; Medical Imaging Center, Department of Nuclear Medicine & Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.; Department of Diagnostic Radiology, Turku University Hospital, Turku, Finland., Sinha B; Department of Medical Microbiology and Infection Prevention, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands., Slart RHJA; Medical Imaging Center, Department of Nuclear Medicine & Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.; Department of Biomedical Photonic Imaging, University of Twente, Enschede, the Netherlands.

Publikováno v: Medical physics [Med Phys] 2024 Jun; Vol. 51 (6), pp. 4297-4310. Date of Electronic Publication: 2024 Feb 07.

Liver fibrosis staging by deep learning: a visual-based explanation of diagnostic decisions of the model.

Autor: Yin Y; Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands., Yakar D; Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands., Dierckx RAJO; Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands., Mouridsen KB; Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands.; Department of Clinical Medicine - Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, Denmark., Kwee TC; Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands., de Haas RJ; Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands. r.j.de.haas@umcg.nl.

Publikováno v: European radiology [Eur Radiol] 2021 Dec; Vol. 31 (12), pp. 9620-9627. Date of Electronic Publication: 2021 May 20.