Synthetic Histology: Videos of Class Interpolation
<p>Supplementary information for the manuscript titled "Deep Learning Generates Synthetic Cancer Histology for Explainability and Education". These are videos of synthetic histology generated by a conditional generative adversarial network (cGAN), trained on thyroid cancer images and conditioned on whether the image is from a tumor with BRAF-like or RAS-like gene expression. The videos show class interpolation for a given seed, starting with a synthetic histology image of a BRAF-like tumor and transitioning to an image of a RAS-like tumor. These videos illustrate the histologic manifestation of BRAF-RAS gene expression in thyroid tumors using synthetic histology.</p>
ShareScore
32/100
Overall dataset sharing score
Score breakdown
These five areas show where the dataset supports — or may limit — practical reuse.
- Stewardship
- 4
- Harmonization
- 4
- Access
- 16
- Reuse readiness
- 8
- Engagement
- 0