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Highly biased DNA sequence reconstruction in DNA storage with multi-scale attention mechanism and contrast learning.

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Title: Highly biased DNA sequence reconstruction in DNA storage with multi-scale attention mechanism and contrast learning.
Authors: Li, Xue1, Zheng, Yanfen2,3, Shao, Qi1, Wang, Jiadong1, Li, Wei4, Wang, Bin1 wangbin@dlu.edu.cn, Zhou, Shihua1 zhoushihua@dlu.edu.cn, Cao, Ben2 caoben@ieee.org, Zheng, Pan5
Source: Synthetic & Systems Biotechnology. Jun2026, Vol. 12, p422-432. 11p.
Database: Academic Search Ultimate
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An: 194017545
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  Data: Highly biased DNA sequence reconstruction in DNA storage with multi-scale attention mechanism and contrast learning.
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  Data: <searchLink fieldCode="AR" term="%22Li%2C+Xue%22">Li, Xue</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Zheng%2C+Yanfen%22">Zheng, Yanfen</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AR" term="%22Shao%2C+Qi%22">Shao, Qi</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Wang%2C+Jiadong%22">Wang, Jiadong</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Li%2C+Wei%22">Li, Wei</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AR" term="%22Wang%2C+Bin%22">Wang, Bin</searchLink><relatesTo>1</relatesTo><i> wangbin@dlu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Zhou%2C+Shihua%22">Zhou, Shihua</searchLink><relatesTo>1</relatesTo><i> zhoushihua@dlu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Cao%2C+Ben%22">Cao, Ben</searchLink><relatesTo>2</relatesTo><i> caoben@ieee.org</i><br /><searchLink fieldCode="AR" term="%22Zheng%2C+Pan%22">Zheng, Pan</searchLink><relatesTo>5</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Synthetic+%26+Systems+Biotechnology%22">Synthetic & Systems Biotechnology</searchLink>. Jun2026, Vol. 12, p422-432. 11p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194017545
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      – Type: doi
        Value: 10.1016/j.synbio.2026.01.028
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      – Code: eng
        Text: English
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        PageCount: 11
        StartPage: 422
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      – TitleFull: Highly biased DNA sequence reconstruction in DNA storage with multi-scale attention mechanism and contrast learning.
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              Text: Jun2026
              Type: published
              Y: 2026
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              Value: 12
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            – TitleFull: Synthetic & Systems Biotechnology
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