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M. Shobana

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Open access Aug 2026

PGCA FL: A PATHWAY CONSENSUS-GUIDED FEDERATED LEARNING FRAMEWORK FOR PRIVACY-PRESERVING DISTRIBUTED GENOMIC CANCER CLASSIFICATION

The growing amount of genomic data has accelerated precision medicine by making it possible to analyze genomic data through artificial intelligence (AI) and classify cancers by their genomes. Yet, there are privacy regulations, institutional ownership of data and restricted access to distributed health resources issues...

M. Shobana, V. Preiya, S. Suresh et al. · 0 citations

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