View in EDS HTML Full Text PDF Full Text

Revisiting model scaling with a U-net benchmark for 3D medical image segmentation.

Saved in:
Bibliographic Details
Title: Revisiting model scaling with a U-net benchmark for 3D medical image segmentation.
Authors: Huang, Ziyan1,2,3 (AUTHOR), Ye, Jin3,4 (AUTHOR), Wang, Haoyu1,2,3 (AUTHOR), Deng, Zhongying5 (AUTHOR), Yang, Zhikai6 (AUTHOR), Su, Yanzhou3 (AUTHOR), Liu, Jie7 (AUTHOR), Li, Tianbin3 (AUTHOR), Gu, Yun1 (AUTHOR), Zhang, Shaoting3 (AUTHOR), Qiao, Yu3 (AUTHOR), Gu, Lixu1,2,8 (AUTHOR) gulixu@sjtu.edu.cn, He, Junjun3 (AUTHOR) hejunjun@pjlab.org.cn
Source: Scientific Reports. 8/14/2025, Vol. 15 Issue 1, p1-14. 14p.
Database: Academic Search Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 187386501
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Revisiting model scaling with a U-net benchmark for 3D medical image segmentation.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Huang%2C+Ziyan%22">Huang, Ziyan</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ye%2C+Jin%22">Ye, Jin</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Haoyu%22">Wang, Haoyu</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Deng%2C+Zhongying%22">Deng, Zhongying</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yang%2C+Zhikai%22">Yang, Zhikai</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Su%2C+Yanzhou%22">Su, Yanzhou</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liu%2C+Jie%22">Liu, Jie</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Tianbin%22">Li, Tianbin</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gu%2C+Yun%22">Gu, Yun</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Shaoting%22">Zhang, Shaoting</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Qiao%2C+Yu%22">Qiao, Yu</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gu%2C+Lixu%22">Gu, Lixu</searchLink><relatesTo>1,2,8</relatesTo> (AUTHOR)<i> gulixu@sjtu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22He%2C+Junjun%22">He, Junjun</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> hejunjun@pjlab.org.cn</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 8/14/2025, Vol. 15 Issue 1, p1-14. 14p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=187386501
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1038/s41598-025-15617-1
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 14
        StartPage: 1
    Titles:
      – TitleFull: Revisiting model scaling with a U-net benchmark for 3D medical image segmentation.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Huang, Ziyan
      – PersonEntity:
          Name:
            NameFull: Ye, Jin
      – PersonEntity:
          Name:
            NameFull: Wang, Haoyu
      – PersonEntity:
          Name:
            NameFull: Deng, Zhongying
      – PersonEntity:
          Name:
            NameFull: Yang, Zhikai
      – PersonEntity:
          Name:
            NameFull: Su, Yanzhou
      – PersonEntity:
          Name:
            NameFull: Liu, Jie
      – PersonEntity:
          Name:
            NameFull: Li, Tianbin
      – PersonEntity:
          Name:
            NameFull: Gu, Yun
      – PersonEntity:
          Name:
            NameFull: Zhang, Shaoting
      – PersonEntity:
          Name:
            NameFull: Qiao, Yu
      – PersonEntity:
          Name:
            NameFull: Gu, Lixu
      – PersonEntity:
          Name:
            NameFull: He, Junjun
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 14
              M: 08
              Text: 8/14/2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 20452322
          Numbering:
            – Type: volume
              Value: 15
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Scientific Reports
              Type: main
ResultId 1