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Will OncoGAN's synthetic genomes be adopted by 5 major research institutions by October 2025?
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Resolution / Starting Odds
Yes • 50%
No • 50%
Official announcements or publications by research institutions
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New AI Pipeline OncoGAN Generates Synthetic Cancer Genomes, Addressing Privacy Concerns
Oct 21, 2024, 05:57 AM
A novel AI-based pipeline called OncoGAN has been introduced to generate realistic synthetic cancer genomes using generative adversarial networks (GANs) and tabular variational autoencoders (VAEs). This approach addresses the limitations of real patient genomic data due to privacy concerns. The development of OncoGAN aims to facilitate research in precision oncology by providing high-quality synthetic genomic data for algorithm development and benchmarking.
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Yes • 50%
No • 50%
Yes • 50%
No • 50%
None • 25%
1-2 institutions • 25%
3-5 institutions • 25%
More than 5 institutions • 25%
Yes • 50%
No • 50%
Yes • 50%
No • 50%
Yes • 50%
No • 50%
Yes • 50%
No • 50%
Yes, all major clinics • 25%
Yes, more than half • 25%
Yes, less than half • 25%
No • 25%
MIT • 25%
Harvard Medical School • 25%
Massachusetts General Hospital • 25%
Other • 25%
