Journal article2026Published · Free manuscript

Self-Supervised Transformer-Based Pipeline for Liver Tumor Segmentation and Type Classification

Ramtin Mojtahedi, Mohammad Hamghalam, Jacob J. Peoples, William R. Jarnagin, Richard K. G. Do, Amber L. Simpson

JCO Clinical Cancer Informatics 10 (2026), e2500135.

The public PMC copy is the NIH author manuscript; no Creative Commons licence is asserted here.

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This journal article is recorded in JCO Clinical Cancer Informatics (2026). This page consolidates verified bibliographic metadata and the external records or research artifacts listed here.

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Work type
Journal article
Year
2026
Publication date
2026-01-30
Status
Published · Free manuscript
Venue
JCO Clinical Cancer Informatics
Publisher
American Society of Clinical Oncology
Volume
10
Issue
1
Article
e2500135
Last verified
2026-08-02

Research topics

  • self-supervised learning
  • vision transformers
  • liver tumor segmentation
  • tumor classification

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Ramtin Mojtahedi, Mohammad Hamghalam, Jacob J. Peoples, William R. Jarnagin, Richard K. G. Do, and Amber L. Simpson. “Self-Supervised Transformer-Based Pipeline for Liver Tumor Segmentation and Type Classification.” JCO Clinical Cancer Informatics 10 (2026), e2500135. https://doi.org/10.1200/CCI-25-00135

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@article{Mojtahedi2026SelfSupervised,
  author = {Ramtin Mojtahedi and Mohammad Hamghalam and Jacob J. Peoples and William R. Jarnagin and Richard K. G. Do and Amber L. Simpson},
  title = {{Self-Supervised Transformer-Based Pipeline for Liver Tumor Segmentation and Type Classification}},
  year = {2026},
  journal = {JCO Clinical Cancer Informatics},
  volume = {10},
  number = {1},
  eid = {e2500135},
  doi = {10.1200/CCI-25-00135},
  url = {https://doi.org/10.1200/CCI-25-00135},
  note = {The public PMC copy is the NIH author manuscript; no Creative Commons licence is asserted here.}
}

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