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  "access_rights": "",
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  "author": "Th\u00b4eophraste Henry",
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  "author": "Th\u00b4eophraste Henry",
            
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  "author_email": "",
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  "author_email": "",
            
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  "doi": "10.57702/0p0e2knp",
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  "doi": "10.57702/0p0e2knp",
            
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  "doi_date_published": null,
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  "doi_date_published": "2024-12-16",
            
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  "extra_authors": [
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  "extra_authors": [
            
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    {
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    {
            
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      "extra_author": "Alexandre Carr\u00b4e",
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      "extra_author": "Alexandre Carr\u00b4e",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Marvin Lerousseau",
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      "extra_author": "Marvin Lerousseau",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Th\u00b4eo Estienne",
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      "extra_author": "Th\u00b4eo Estienne",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Charlotte Robert",
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      "extra_author": "Charlotte Robert",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Nikos Paragios",
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      "extra_author": "Nikos Paragios",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Eric Deutsch",
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      "extra_author": "Eric Deutsch",
            
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      "orcid": ""
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      "orcid": ""
            
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    }
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    }
            
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  ],
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  "landing_page": "https://github.com/lescienti\ufb01k/open 
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  "landing_page": "https://github.com/lescienti\ufb01k/open 
            
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brats2020",
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brats2020",
            
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  "name": 
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  "name": 
            
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"brats-2020--self-ensembled--deeply-supervised-3d-u-net-cnns",
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"brats-2020--self-ensembled--deeply-supervised-3d-u-net-cnns",
            
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  "notes": "Brain tumor segmentation is a critical task for 
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  "notes": "Brain tumor segmentation is a critical task for 
            
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patient\u2019s disease management. In order to automate and 
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patient\u2019s disease management. In order to automate and 
            
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standardize this task, we trained multiple U-net like neural networks, 
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standardize this task, we trained multiple U-net like neural networks, 
            
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mainly with deep super-vision and stochastic weight averaging, on the 
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mainly with deep super-vision and stochastic weight averaging, on the 
            
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Multimodal Brain Tumor Segmentation Challenge (BraTS) 2020 training 
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Multimodal Brain Tumor Segmentation Challenge (BraTS) 2020 training 
            
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dataset.",
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dataset.",
            
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      "description": "The json representation of the dataset with its 
            
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distributions based on DCAT.",
            
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      "format": "JSON",
            
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      "id": "8e9a96e5-d9c1-40f1-ad90-6359521cea77",
            
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  "tags": [
            
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    {
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      "display_name": "3D U-Net",
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      "display_name": "3D U-Net",
            
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      "id": "0cf13126-93d5-4c3c-b27c-6dbac3604a3e",
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    {
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      "display_name": "Brain Tumor Segmentation",
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      "display_name": "Brain Tumor Segmentation",
            
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      "id": "c4a76c0d-87c2-4438-a45a-6c8f3fa5e292",
            
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      "name": "Brain Tumor Segmentation",
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      "name": "Brain Tumor Segmentation",
            
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      "state": "active",
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    },
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    {
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    {
            
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      "display_name": "Deep Learning",
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      "display_name": "Deep Learning",
            
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      "id": "3feb7b21-e049-4dca-9372-0d438c483f6a",
            
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      "name": "Deep Learning",
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      "name": "Deep Learning",
            
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    }
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    }
            
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  ],
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  ],
            
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  "title": "BraTS 2020: self-ensembled, deeply-supervised 3D U-Net 
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  "title": "BraTS 2020: self-ensembled, deeply-supervised 3D U-Net 
            
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CNNs",
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CNNs",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "version": ""
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  "version": ""
            
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}
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}