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Listar por Patrocinador "Science and Industry Endowment Fund, Australia"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por Patrocinador "Science and Industry Endowment Fund, Australia"

Ordenar por:Orden:Resultados:

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    AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation 
    Coupé, Pierrick; Mansencal, Boris; Clement, Michael; Giraud, Rémi; Denis de Senneville, Baudouin; Ta, Vinh-Thong; Lepetit, Vincent; Manjón Herrera, José Vicente (Elsevier, 2020-10-01)
    [EN] Whole brain segmentation of fine-grained structures using deep learning (DL) is a very challenging task since the number of anatomical labels is very high compared to the number of available training images. To address ...
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    Lifespan Changes of the Human Brain In Alzheimer's Disease 
    Coupé, Pierrick; Manjón Herrera, José Vicente; Lanuza, Enrique; Catheline, Gwenaelle (Nature Publishing Group, 2019-03-08)
    [EN] Brain imaging studies have shown that slow and progressive cerebral atrophy characterized the development of Alzheimer's Disease (AD). Despite a large number of studies dedicated to AD, key questions about the lifespan ...
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    MRI white matter lesion segmentation using an ensemble of neural networks and overcomplete patch-based voting 
    Manjón Herrera, José Vicente; Coupe, Pierrick; Raniga, Parnesh; Xia, Ying; Desmond, Patricia; Fripp, Jurgen; Salvado, Olivier (Elsevier, 2018-11)
    [EN] Accurate quantification of white matter hyperintensities (WMH) from Magnetic Resonance Imaging (MRI) is a valuable tool for the analysis of normal brain ageing or neurodegeneration. Reliable automatic extraction of ...