Semantic segmentation of cerebrospinal fluid and brain volume with a convolutional neural network in pediatric hydrocephalus-transfer learning from existing algorithms-论文-万方医学网

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Semantic segmentation of cerebrospinal fluid and brain volume with a convolutional neural network in pediatric hydrocephalus-transfer learning from existing algorithms

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第一作者： Grimm, Florian

作者： Grimm, Florian ^[1] ; Edl, Florian ^[2] ; Kerscher, Susanne R. ; Nieselt, Kay ; Gugel, Isabel ; Schuhmann, Martin U.

作者单位： Univ Hosp Tubingen, Dept Neurosurg, Hoppe Seyler Str 3, D-72076 Tubingen, Germany ^[1] Univ Tubingen, Interfac Inst Biomed Informat, Integrat Transcript, Tubingen, Germany ^[2]

关键词 Deep learning Image segmentation CSF volume Brain volume Pediatric hydrocephalus Area determination

发布时间 2022-10-11

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Semantic segmentation of cerebrospinal fluid and brain volume with a convolutional neural network in pediatric hydrocephalus-transfer learning from existing algorithms

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Semantic segmentation of cerebrospinal fluid and brain volume with a convolutional neural network in pediatric hydrocephalus-transfer learning from existing algorithms

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