Tumor Bud Classification in Colorectal Cancer Using Attention-Based Deep Multiple Instance Learning and Domain-Specific Foundation Models
The proposed technique enhances the accuracy of TB assessment, offering potential applications for CRC and other cancer types.
Authors
- Mesut Şeker (ORCID: https://orcid.org/0000-0001-9245-6790)
- Wendy L. Frankel (ORCID: https://orcid.org/0000-0003-1658-1009)
- Muhammad Khurram Khan (ORCID: https://orcid.org/0000-0001-6636-0533)
- Metin N. Gürcan (ORCID: https://orcid.org/0000-0002-2421-8229)
- Wei Chen (ORCID: https://orcid.org/0000-0002-9028-622X)
Institutions
- Dicle University (TR)
- Wake Forest University (US)
- The Ohio State University (US)
Publication Details
- Journal
- Cancers
- Published
- 2025-04-07
- DOI
- https://doi.org/10.3390/cancers17071245
- Citations
- 6
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 8.16
Funders
- National Cancer Institute