Reference-free, privacy-preserving wastewater pathogen surveillance for federated hospital networks. DNABERT-2 embeddings + Transformer-encoder VAE detect emerging anomaly clusters in unclassified reads. AIxBio Hackathon Track 2, Apart Research.
bioinformatics deep-learning metagenomics public-health anomaly-detection variational-autoencoder hackathon-project federated-learning pathogen-detection biosecurity wastewater-surveillance pandemic-preparedness dnabert aixbio
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Apr 29, 2026 - Jupyter Notebook