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Application of deep learning for automatic segmentation of brain tumors on magnetic resonance imaging: a heuristic approach in the clinical scenario.
Di Ieva, Antonio; Russo, Carlo; Liu, Sidong; Jian, Anne; Bai, Michael Y; Qian, Yi; Magnussen, John S.
Afiliación
  • Di Ieva A; Department of Clinical Medicine, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, Australia. antonio.diieva@mq.edu.au.
  • Russo C; Computational NeuroSurgery (CNS) Lab, Department of Clinical Medicine, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, Australia. antonio.diieva@mq.edu.au.
  • Liu S; Macquarie Neurosurgery, Macquarie University, Level 2, Suite 201, 2 Technology Place, Sydney, NSW, 2109, Australia. antonio.diieva@mq.edu.au.
  • Jian A; Computational NeuroSurgery (CNS) Lab, Department of Clinical Medicine, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, Australia.
  • Bai MY; Computational NeuroSurgery (CNS) Lab, Department of Clinical Medicine, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, Australia.
  • Qian Y; Australian Institute of Health Innovation, Centre for Health Informatics, Macquarie University, Sydney, Australia.
  • Magnussen JS; Computational NeuroSurgery (CNS) Lab, Department of Clinical Medicine, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, Australia.
Neuroradiology ; 63(8): 1253-1262, 2021 Aug.
Article en En | MEDLINE | ID: mdl-33501512
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neoplasias Encefálicas / Aprendizaje Profundo Tipo de estudio: Guideline / Prognostic_studies Límite: Humans Idioma: En Revista: Neuroradiology Año: 2021 Tipo del documento: Article País de afiliación: Australia Pais de publicación: Alemania
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neoplasias Encefálicas / Aprendizaje Profundo Tipo de estudio: Guideline / Prognostic_studies Límite: Humans Idioma: En Revista: Neuroradiology Año: 2021 Tipo del documento: Article País de afiliación: Australia Pais de publicación: Alemania