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k-mer TF-IDF-SVD embeddings

technology1 mentionslast seen Oct 27, 2026

Embeddings used to classify transmission linkage from genomic sequences.

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multimodal machine learning frameworkdepends onk-mer TF-IDF-SVD embeddings85% confidence1 source

k-mer TF-IDF-SVD embeddings

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multimodal machine learning frameworkdepends onk-mer TF-IDF-SVD embeddings

85% confidence1 supporting mentions

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preprintarXivOct 5, 2026A Multimodal Machine Learning Framework Integrating Genomic, Epidemiological, Environmental, and Clinical Imaging Data for Accelerated Measles Detection and Transmission Inference
We developed a multimodal machine learning (ML) framework integrating genomic sequences, epidemiological indicators, wastewater surveillance, and clinical rash images. Stage 1 classified transmission linkage using k-mer TF-IDF-SVD embeddings