Effective transfer of tumor annotations from hematoxylin and eosin to fluorescence images of breast and lung tissues

These results demonstrate that the method provides a fast and accurate solution for generating annotated MUSE datasets necessary for training DL algorithms for intraoperative tumor margin detection.

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Publication Details

Journal
Journal of Biomedical Optics
Published
2025-12-24
DOI
https://doi.org/10.1117/1.jbo.31.1.016501
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
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article

Effective transfer of tumor annotations from hematoxylin and eosin to fluorescence images of breast and lung tissues

Mollie Patton, Julie M. Jorns, Emi Ampo, Tina W. F. Yen et al.
Journal of Biomedical Optics
Cell Image Analysis Techniques
article

Effective transfer of tumor annotations from hematoxylin and eosin to fluorescence images of breast and lung tissues

Mollie Patton, Julie M. Jorns, Emi Ampo, Tina W. F. Yen, Dong Hye Ye, Tianling Niu, Bing Yu, Tongtong Lu
article en

Abstract

These results demonstrate that the method provides a fast and accurate solution for generating annotated MUSE datasets necessary for training DL algorithms for intraoperative tumor margin detection.

Journal of Biomedical OpticsVol. 31(01)
Marquette University (US), Georgia State University (US), Medical College of Wisconsin (US), University of Wisconsin–Oshkosh (US)
Openalex Percentile: Top 21%
Cell Image Analysis Techniques
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