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Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks.
Iuga, Andra-Iza; Carolus, Heike; Höink, Anna J; Brosch, Tom; Klinder, Tobias; Maintz, David; Persigehl, Thorsten; Baeßler, Bettina; Püsken, Michael.
Affiliation
  • Iuga AI; Institute of Diagnostic and Interventional Radiology, Medical Faculty and University Hospital Cologne, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany. andra.iuga@uk-koeln.de.
  • Carolus H; Philips Research, Röntgenstraße 24, 22335, Hamburg, Germany.
  • Höink AJ; Institute of Diagnostic and Interventional Radiology, Medical Faculty and University Hospital Cologne, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
  • Brosch T; Philips Research, Röntgenstraße 24, 22335, Hamburg, Germany.
  • Klinder T; Philips Research, Röntgenstraße 24, 22335, Hamburg, Germany.
  • Maintz D; Institute of Diagnostic and Interventional Radiology, Medical Faculty and University Hospital Cologne, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
  • Persigehl T; Institute of Diagnostic and Interventional Radiology, Medical Faculty and University Hospital Cologne, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
  • Baeßler B; Institute of Diagnostic and Interventional Radiology, Medical Faculty and University Hospital Cologne, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
  • Püsken M; Institute of Diagnostic and Interventional Radiology, University Hospital Zürich, Zürich, Switzerland.
BMC Med Imaging ; 21(1): 69, 2021 04 13.
Article in En | MEDLINE | ID: mdl-33849483
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Full text: 1 Database: MEDLINE Main subject: Carcinoma, Bronchogenic / Tomography, X-Ray Computed / Neural Networks, Computer / Deep Learning / Lung Neoplasms / Lymph Nodes Type of study: Diagnostic_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Year: 2021 Type: Article
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Full text: 1 Database: MEDLINE Main subject: Carcinoma, Bronchogenic / Tomography, X-Ray Computed / Neural Networks, Computer / Deep Learning / Lung Neoplasms / Lymph Nodes Type of study: Diagnostic_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Year: 2021 Type: Article