Furthermore, experiments conducted on extended data collected from two different time points demonstrate the efficacy of our method on tracking the morphological changes in a longitudinal study.ĭeep learning Dropout Intervertebral discs Localization Magnetic resonance imaging Multi-modality Segmentation.Ĭopyright © 2018 Elsevier B.V. We demonstrate that the proposed modality dropout strategy with multi-modality images as contextual information improved the segmentation accuracy significantly. We further conduct extensive experiments on the extended dataset to validate our method. 85,000 Vectors, Stock Photos
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