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Workflow towards automated segmentation of agglomerated, non-spherical particles from electron microscopy images using artificial neural networks

We present a workflow for obtaining fully trained artificial neural networks that can perform automatic particle segmentations of agglomerated, non-spherical nanoparticles from scanning electron microscopy images “from scratch”, without the need for large training data sets of manually annotated ima...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Sci Rep
मुख्य लेखकों: Rühle, Bastian, Krumrey, Julian Frederic, Hodoroaba, Vasile-Dan
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Nature Publishing Group UK 2021
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC7925552/
https://ncbi.nlm.nih.gov/pubmed/33654161
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-84287-6
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