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Listar por autor "Kamraoui, Reda Abdellah"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por autor "Kamraoui, Reda Abdellah"

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    DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation 
    Kamraoui, Reda Abdellah; Ta, Vinh-Thong; Tourdias, Thomas; Mansencal, Boris; Manjón Herrera, José Vicente; Coupé, Pierrick (Elsevier, 2022-02)
    [EN] Recently, segmentation methods based on Convolutional Neural Networks (CNNs) showed promising per-formance in automatic Multiple Sclerosis (MS) lesions segmentation. These techniques have even out-performed human ...
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    Longitudinal detection of new MS lesions using deep learning 
    Kamraoui, Reda Abdellah; Mansecal, Boris; Manjón Herrera, José Vicente; Coupé, Pierrick (Frontiers Media S.A., 2022-08-25)
    [EN] The detection of new multiple sclerosis (MS) lesions is an important marker of the evolution of the disease. The applicability of learning-based methods could automate this task e ciently. However, the lack of annotated ...