Deep Learning-Based Strategy for Macromolecules Classification with Imbalanced Data from Cellular El...
Deep Learning-Based Strategy for Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography
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Luo, Ziqian , Zeng, Xiangrui , Bao, Zhipeng and Xu, Min
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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Deep learning model trained by imbalanced data may not work satisfactorily since it could be determined by major classes and thus may ignore the classes with small amount of data. In this paper, we apply deep learning based imbalanced data classification for the first time to cellular macromolecular complexes captured by Cryo-electron tomography (C...
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Deep Learning-Based Strategy for Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography
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TN_cdi_proquest_journals_2281568542
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2281568542
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E-ISSN
2331-8422
