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Open Access

Peer-reviewed

Research Article

Self-supervised learning framework for efficient classification of endoscopic images using pretext tasks

Shima Ayyoubi Nezhad,

Roles Conceptualization, Data curation, Methodology, Resources, Software, Writing – original draft, Writing – review & editing

Affiliation School of Industrial and Systems Engineering, Tarbiat Modares University (TMU), Tehran, Iran

https://orcid.org/0000-0002-5905-4017

⨯
Golnaz Tajeddin ,

Roles Conceptualization, Methodology, Supervision

* E-mail: g.tajeddin@modares.ac.ir

Affiliation School of Industrial and Systems Engineering, Tarbiat Modares University (TMU), Tehran, Iran

https://orcid.org/0000-0001-7381-2606

⨯
Toktam Khatibi,

Roles Conceptualization, Methodology, Supervision, Validation

Affiliation School of Industrial and Systems Engineering, Tarbiat Modares University (TMU), Tehran, Iran
⨯
Masoudreza Sohrabi

Roles Data curation, Supervision, Validation

Affiliation Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences (IUMS), Tehran, Iran
⨯

Self-supervised learning framework for efficient classification of endoscopic images using pretext tasks

Shima Ayyoubi Nezhad,
Golnaz Tajeddin,
Toktam Khatibi,
Masoudreza Sohrabi

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Published: May 8, 2025
https://doi.org/10.1371/journal.pone.0322028

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