深度学习在基因组学研究中的应用综述

Xiaoxi Shen, Chang Jiang, Yalu Wen, Chenxi Li, Qing Lu
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引用次数: 3

摘要

深度学习是捕捉数据中复杂结构的强大工具。由于其学习基因组数据中复杂特征的能力,它在基因组研究中具有巨大的前景。在本文中,我们简要回顾了深度学习技术以及深度学习在基因组研究中的各种应用。我们还简要提到了在将新兴的深度学习技术用于正在进行的和未来的基因组研究方面的当前挑战和未来前景。
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A Brief Review on Deep Learning Applications in Genomic Studies
Deep learning is a powerful tool for capturing complex structures within the data. It holds great promise for genomic research due to its capacity of learning complex features in genomic data. In this paper, we provide a brief review on deep learning techniques and various applications of deep learning to genomic studies. We also briefly mention current challenges and future perspectives on using emerging deep learning techniques for ongoing and future genomic research.
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