Training nuclei detection algorithms with simple annotations

Background: Generating good training datasets is essential for machine learning-based nuclei detection methods. However, creating exhaustive nuclei contour annotations, to derive optimal training data from, is often infeasible. Methods: We compared different approaches for training nuclei detection...

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Bibliographic Details
Main Authors: Henning Kost (Author), André Homeyer (Author), Jesper Molin (Author), Claes Lundström (Author), Horst Karl Hahn (Author)
Format: Book
Published: Elsevier, 2017-01-01T00:00:00Z.
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