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ZoomedAndDoomed t1_ixtkppb wrote

  1. The breakthrough in this article is the self-supervised machine learning technique, “SegCLR,” which stands for Segmentation-Guided Contrastive Learning of Representations.

  2. This breakthrough is significant because it enables reliable annotation of cells even from very short fragments (~10-50 μm) of cortical cells.

  3. This breakthrough works by producing embeddings: that are rich biological features in low dimensional space. The produced embeddings also have the quality of contrastive learning, which means vector distance maps to biological distinctness.

  4. The article discusses how the self-supervised machine learning technique, “SegCLR,” can be used to enable reliable annotation of cells even from very short fragments (~10-50 μm) of cortical cells.

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Denpol88 t1_ixtp9af wrote

I think Google/Alphabet will surpass Apple in near future and become the wealthiest Company.

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Depression_God t1_iy3l1k1 wrote

I don't see how they haven't already. Alphabet is much more valuable to the world. Everyone i know uses Google products/services every day, but only a few people i know use apple products. I see Google as a necessity and Apple as a luxury.

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