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Showing 1–2 of 2 results
Advanced filters: Author: Jeremy Maitin-Shepard Clear advanced filters

  • SegCLR automatically annotates segmented electron microscopy datasets of the brain with information such as cellular subcompartments and cell types, using a self-supervised contrastive learning approach.

    • Sven Dorkenwald
    • Peter H. Li
    • Viren Jain
    ResearchOpen Access
    Nature Methods
    Volume: 20, P: 2011-2020

  • Flood-filling networks are a deep-learning-based pipeline for reconstruction of neurons from electron microscopy datasets. The approach results in exceptionally low error rates, thereby reducing the need for extensive human proofreading.

    • Michał Januszewski
    • Jörgen Kornfeld
    • Viren Jain
    Research
    Nature Methods
    Volume: 15, P: 605-610