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Segment histopathological images using modified StarDist (PyTorch)

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NischalSuresh/StarDist-Lizard

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StarDist-Lizard

  • Segment histopathological images using modified StarDist (PyTorch)
  • The authors' implementation in https://github.com/stardist/stardist for calculating star distances involves ray tracing along n_ray directions for each pixel(dense prediction task) to find the distance to the boundary
  • In my implementation instead of doing ray tracing for each pixel I fix n points on the boundary of each nuclei and calculate the distances to these n points which can be easily parallelized
  • Modify distances

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Segment histopathological images using modified StarDist (PyTorch)

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