View in EDS PDF Full Text

Exploring the Limits of Foundation Models in Medical Image Segmentation: A Case Study With SAM and Genetic Algorithms.

Saved in:
Bibliographic Details
Title: Exploring the Limits of Foundation Models in Medical Image Segmentation: A Case Study With SAM and Genetic Algorithms.
Authors: Gutiérrez, Juan D.1, juandiego.gutierrez@usc.es, Lozano-García, Nuria2, Delgado, Emilio3, Rubio-Largo, Álvaro4, Rodriguez-Echeverria, Roberto3
Source: International Journal of Interactive Multimedia & Artificial Intelligence; Jun2026, Vol. 9 Issue 7, p16-29, 14p
Database: Applied Science & Technology Source
FullText Links:
  – Type: pdflink
Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194778927
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Exploring the Limits of Foundation Models in Medical Image Segmentation: A Case Study With SAM and Genetic Algorithms.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Gutiérrez%2C+Juan+D%2E%22">Gutiérrez, Juan D.</searchLink><relatesTo>1</relatesTo>, <i>juandiego.gutierrez@usc.es</i><br /><searchLink fieldCode="AU" term="%22Lozano-García%2C+Nuria%22">Lozano-García, Nuria</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Delgado%2C+Emilio%22">Delgado, Emilio</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Rubio-Largo%2C+Álvaro%22">Rubio-Largo, Álvaro</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AU" term="%22Rodriguez-Echeverria%2C+Roberto%22">Rodriguez-Echeverria, Roberto</searchLink><relatesTo>3</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Interactive+Multimedia+%26+Artificial+Intelligence%22">International Journal of Interactive Multimedia & Artificial Intelligence</searchLink>; Jun2026, Vol. 9 Issue 7, p16-29, 14p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194778927
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.9781/ijimai.2026.2223
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 14
        StartPage: 16
    Titles:
      – TitleFull: Exploring the Limits of Foundation Models in Medical Image Segmentation: A Case Study With SAM and Genetic Algorithms.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Gutiérrez, Juan D.
      – PersonEntity:
          Name:
            NameFull: Lozano-García, Nuria
      – PersonEntity:
          Name:
            NameFull: Delgado, Emilio
      – PersonEntity:
          Name:
            NameFull: Rubio-Largo, Álvaro
      – PersonEntity:
          Name:
            NameFull: Rodriguez-Echeverria, Roberto
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 19891660
          Numbering:
            – Type: volume
              Value: 9
            – Type: issue
              Value: 7
          Titles:
            – TitleFull: International Journal of Interactive Multimedia & Artificial Intelligence
              Type: main
ResultId 1