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Simulation-Driven Annotation-Free Deep Learning for Automated Detection and Segmentation of Airway Mucus Plugs on Non-Contrast CT Images.

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Title: Simulation-Driven Annotation-Free Deep Learning for Automated Detection and Segmentation of Airway Mucus Plugs on Non-Contrast CT Images.
Authors: Pu, Lucy1 (AUTHOR), Gezer, Naciye Sinem2 (AUTHOR), Yu, Tong3,4 (AUTHOR), Kirshenboim, Zehavit3,4 (AUTHOR), Duman, Emrah3,5 (AUTHOR), Dhupar, Rajeev1,5 (AUTHOR), Meng, Xin2,3 (AUTHOR) xim94@pitt.edu
Source: Bioengineering (Basel). Feb2026, Vol. 13 Issue 2, p153. 16p.
Database: Academic Search Ultimate
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An: 192038600
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PubType: Academic Journal
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  Data: Simulation-Driven Annotation-Free Deep Learning for Automated Detection and Segmentation of Airway Mucus Plugs on Non-Contrast CT Images.
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  Data: <searchLink fieldCode="JN" term="%22Bioengineering+%28Basel%29%22">Bioengineering (Basel)</searchLink>. Feb2026, Vol. 13 Issue 2, p153. 16p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192038600
RecordInfo BibRecord:
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        Value: 10.3390/bioengineering13020153
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      – Code: eng
        Text: English
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        PageCount: 16
        StartPage: 153
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      – TitleFull: Simulation-Driven Annotation-Free Deep Learning for Automated Detection and Segmentation of Airway Mucus Plugs on Non-Contrast CT Images.
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            NameFull: Pu, Lucy
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            NameFull: Gezer, Naciye Sinem
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            NameFull: Yu, Tong
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            NameFull: Kirshenboim, Zehavit
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            NameFull: Duman, Emrah
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              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
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            – TitleFull: Bioengineering (Basel)
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