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fhe-biological-age-predictor
CAT-ROM/fhe-biological-age-predictor
fhe-biological-age-predictor is a machine learning model from CAT-ROM. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This app securely estimates biological age from DNA methylation data using Fully Homomorphic Encryption (FHE). It integrates R (Horvath Clock) with Concrete ML for privacy-preserving inference.
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Public
Updated May 16, 2025
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At a glance
- Access
- Public
- Created
- May 16, 2025
- Updated
- May 16, 2025
- SHA
- c3a10d0b
Model card
From the Hugging Face model README
FHE-based Biological Age Predictor
This app securely estimates biological age from DNA methylation data using Fully Homomorphic Encryption (FHE). It integrates R (Horvath Clock) with Concrete ML for privacy-preserving inference.
Upload Format
- CSV file with samples as rows and CpG sites as columns (beta matrix).
Outputs
- Predicted biological ages via encrypted (FHE) inference.
Credits
- Horvath Clock via
dnaMethyAgeR package - FHE via
concrete-ml
- Created
- May 16, 2025
- Updated
- May 16, 2025