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Synthetic Histology: Videos of Class Interpolation

<p>Supplementary information for the manuscript titled &quot;Deep Learning Generates Synthetic Cancer Histology for Explainability and Education&quot;. 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

Dataset details

Repository
zenodo
Published
May 9, 2023
License
cc-by-4.0
DOI
10.5281/zenodo.7921815

Scored with release 0.9.0

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