Data-driven nucleus subclassification on colon hematoxylin and eosin using style-transferred digital pathology
This is the first work to provide cell type classification for helper T and epithelial progenitor nuclei on H&E.
Authors
- Nancy R. Newlin (ORCID: https://orcid.org/0000-0003-3714-4684)
- Samuel W. Remedios (ORCID: https://orcid.org/0000-0001-8634-8128)
- Thomas Li (ORCID: https://orcid.org/0000-0002-4207-4652)
- Can Cui (ORCID: https://orcid.org/0000-0002-2159-5387)
- Jia Li (ORCID: https://orcid.org/0000-0002-4969-7158)
- Keith T. Wilson (ORCID: https://orcid.org/0000-0003-4421-1830)
- Ruining Deng (ORCID: https://orcid.org/0000-0001-6300-8518)
- Joseph T. Roland (ORCID: https://orcid.org/0000-0001-9977-0520)
- Adam M. Saunders (ORCID: https://orcid.org/0000-0003-2912-9759)
- Shunxing Bao (ORCID: https://orcid.org/0000-0001-6376-4292)
- Lucas W. Remedios
- Ken S. Lau (ORCID: https://orcid.org/0000-0001-8438-0319)
- Yuankai Huo (ORCID: https://orcid.org/0000-0002-2096-8065)
- Lori A. Coburn (ORCID: https://orcid.org/0000-0003-3249-9806)
- Bennett A. Landman (ORCID: https://orcid.org/0000-0001-5733-2127)
- M. Kay Washington (ORCID: https://orcid.org/0000-0002-9589-7695)
- Leon Y. Cai (ORCID: https://orcid.org/0000-0002-5812-5397)
- Qi Liu (ORCID: https://orcid.org/0000-0001-5378-6404)
- Ho Hin Lee (ORCID: https://orcid.org/0000-0003-2642-8681)
Institutions
- National Institutes of Health (US)
- Johns Hopkins University (US)
- Vanderbilt University (US)
- Vanderbilt University Medical Center (US)
Publication Details
- Journal
- Journal of Medical Imaging
- Published
- 2024-11-05
- DOI
- https://doi.org/10.1117/1.jmi.11.6.067501
- Citations
- 2
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 0.69