Leveraging point annotations in segmentation learning with boundary loss

[PDF] arxiv.org

Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models

Y Shi, J Ma, J Yang, S Wang, Y Zhang - arXiv preprint arXiv:2404.13239, 2024 - arxiv.org
Medical image segmentation plays an important role in many image-guided clinical
approaches. However, existing segmentation algorithms mostly rely on the availability of …
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