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Multi-class glioma segmentation on real-world data with missing MRI sequences: comparison of three deep learning algorithms.
Pemberton, Hugh G; Wu, Jiaming; Kommers, Ivar; Müller, Domenique M J; Hu, Yipeng; Goodkin, Olivia; Vos, Sjoerd B; Bisdas, Sotirios; Robe, Pierre A; Ardon, Hilko; Bello, Lorenzo; Rossi, Marco; Sciortino, Tommaso; Nibali, Marco Conti; Berger, Mitchel S; Hervey-Jumper, Shawn L; Bouwknegt, Wim; Van den Brink, Wimar A; Furtner, Julia; Han, Seunggu J; Idema, Albert J S; Kiesel, Barbara; Widhalm, Georg; Kloet, Alfred; Wagemakers, Michiel; Zwinderman, Aeilko H; Krieg, Sandro M; Mandonnet, Emmanuel; Prados, Ferran; de Witt Hamer, Philip; Barkhof, Frederik; Eijgelaar, Roelant S.
Affiliation
  • Pemberton HG; Centre for Medical Image Computing (CMIC), University College London, London, UK.
  • Wu J; Neuroradiological Academic Unit, UCL Queen Square Institute of Neurology, University College London, London, UK.
  • Kommers I; Centre for Medical Image Computing (CMIC), University College London, London, UK.
  • Müller DMJ; Neurosurgical Center Amsterdam, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.
  • Hu Y; Neurosurgical Center Amsterdam, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.
  • Goodkin O; Centre for Medical Image Computing (CMIC), University College London, London, UK.
  • Vos SB; Centre for Medical Image Computing (CMIC), University College London, London, UK.
  • Bisdas S; Neuroradiological Academic Unit, UCL Queen Square Institute of Neurology, University College London, London, UK.
  • Robe PA; Centre for Medical Image Computing (CMIC), University College London, London, UK.
  • Ardon H; Neuroradiological Academic Unit, UCL Queen Square Institute of Neurology, University College London, London, UK.
  • Bello L; Neuroradiological Academic Unit, UCL Queen Square Institute of Neurology, University College London, London, UK.
  • Rossi M; Department of Neurology & Neurosurgery, University Medical Center Utrecht, Utrecht, The Netherlands.
  • Sciortino T; Department of Neurosurgery, St. Elisabeth Hospital, Tilburg, The Netherlands.
  • Nibali MC; Neurosurgical Oncology Unit, Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy.
  • Berger MS; Neurosurgical Oncology Unit, Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy.
  • Hervey-Jumper SL; Neurosurgical Oncology Unit, Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy.
  • Bouwknegt W; Neurosurgical Oncology Unit, Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy.
  • Van den Brink WA; Department of Neurological Surgery, University of California, San Francisco, CA, USA.
  • Furtner J; Department of Neurological Surgery, University of California, San Francisco, CA, USA.
  • Han SJ; Department of Neurosurgery, Medical Center Slotervaart, Amsterdam, The Netherlands.
  • Idema AJS; Department of Neurosurgery, Isala Hospital, Zwolle, The Netherlands.
  • Kiesel B; Department of Biomedical Imaging and Image-Guided Therapy, Medical University Vienna, Vienna, Austria.
  • Widhalm G; Department of Neurological Surgery, Stanford University, Stanford, USA.
  • Kloet A; Department of Neurosurgery, Northwest Clinics, Alkmaar, The Netherlands.
  • Wagemakers M; Department of Neurosurgery, Medical University Vienna, Vienna, Austria.
  • Zwinderman AH; Department of Neurosurgery, Medical University Vienna, Vienna, Austria.
  • Krieg SM; Department of Neurosurgery, Medical Center Haaglanden, The Hague, The Netherlands.
  • Mandonnet E; Department of Neurosurgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
  • Prados F; Department of Clinical Epidemiology and Biostatistics, Academic Medical Center, Amsterdam, The Netherlands.
  • de Witt Hamer P; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.
  • Barkhof F; Department of Neurosurgery, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.
  • Eijgelaar RS; Department of Neurosurgery, Lariboisière Hospital, APHP, Paris, France.
Sci Rep ; 13(1): 18911, 2023 11 02.
Article in En | MEDLINE | ID: mdl-37919354
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain Neoplasms / Glioblastoma / Deep Learning / Glioma Limits: Humans Language: En Journal: Sci Rep Year: 2023 Document type: Article Affiliation country: United kingdom Country of publication: United kingdom
Fulltext
Add to My VHL
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain Neoplasms / Glioblastoma / Deep Learning / Glioma Limits: Humans Language: En Journal: Sci Rep Year: 2023 Document type: Article Affiliation country: United kingdom Country of publication: United kingdom