Automated annotation of virtual dual stains to generate convolutional neural network for detecting cancer metastases in H&E-stained lymph nodes
Our study showed that it is possible to develop a high-performing CNN with no requirements for huge datasets or time-consuming manual annotations.
Authors
- Jeanette Bæhr Georgsen (ORCID: https://orcid.org/0000-0002-9452-2920)
- Torben Steiniche (ORCID: https://orcid.org/0000-0001-5689-3555)
- Patricia Switten Nielsen (ORCID: https://orcid.org/0000-0002-7859-6321)
- Sebastian Andsager Højlund
- Johan Bjorholm Mandrup
Institutions
- Aarhus University Hospital (DK)
Publication Details
- Journal
- Pathology - Research and Practice
- Published
- 2025-04-17
- DOI
- https://doi.org/10.1016/j.prp.2025.155977
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00