Kaizen rethinks cell segmentation by mimicking brain predictions. Using an iterative machine-learning approach to refine boundaries in crowded microscopy images, it enhances accuracy in tissue studies ...

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Abstract: Supervised methods on 3D medical image segmentation need large amounts of annotated data ... To reduce annotation costs, we use fewer labeled slices as ground truth and pseudo-labels are ...