Weakly-supervised convolutional neural networks for multimodal image registration
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DOI: 10.1016/j.media.2018.07.002
Abstract: HighlightsA method to infer voxel‐level correspondence from higher‐level anatomical labels.Efficient and fully‐automated registration for MR and ultrasound prostate images.Validation experiments with 108 pairs of labelled interventional patient images.Open‐source implementation. ABSTRACT One of the fundamental challenges… read more here.
Keywords: voxel level; image; image registration; multimodal image ... See more keywords