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MRI white matter lesion segmentation using an ensemble of neural networks and overcomplete patch-based voting.
Manjón, Jose V; Coupé, Pierrick; Raniga, Parnesh; Xia, Ying; Desmond, Patricia; Fripp, Jurgen; Salvado, Olivier.
Affiliation
  • Manjón JV; Instituto de Aplicaciones de las Tecnologías de la Información y de las Comunicaciones Avanzadas (ITACA), Universitat Politècnica de València, Camino de Vera s/n, 46022, Valencia, Spain. Electronic address: jmanjon@fis.upv.es.
  • Coupé P; Univ. Bordeaux, LaBRI, UMR 5800, PICTURA, F-33400 Talence, France; CNRS, LaBRI, UMR 5800, PICTURA, F-33400 Talence, France.
  • Raniga P; Australian e-Health Research Centre, CSIRO, Brisbane, QLD, 4029, Australia.
  • Xia Y; Australian e-Health Research Centre, CSIRO, Brisbane, QLD, 4029, Australia.
  • Desmond P; Department of Radiology, University of Melbourne, Parkville, VIC, 3010, Australia; Department of Radiology, The Royal Melbourne Hospital, Parkville, VIC, 3050, Australia.
  • Fripp J; Australian e-Health Research Centre, CSIRO, Brisbane, QLD, 4029, Australia.
  • Salvado O; Australian e-Health Research Centre, CSIRO, Brisbane, QLD, 4029, Australia.
Comput Med Imaging Graph ; 69: 43-51, 2018 11.
Article in En | MEDLINE | ID: mdl-30172092
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Magnetic Resonance Imaging / Image Interpretation, Computer-Assisted / Neural Networks, Computer / White Matter Limits: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: Comput Med Imaging Graph Journal subject: DIAGNOSTICO POR IMAGEM Year: 2018 Document type: Article
Fulltext
Add to My VHL
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Magnetic Resonance Imaging / Image Interpretation, Computer-Assisted / Neural Networks, Computer / White Matter Limits: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: Comput Med Imaging Graph Journal subject: DIAGNOSTICO POR IMAGEM Year: 2018 Document type: Article