Author

Giampaolo Pileggi

NEC (Germany)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:metabolomics· 1 Assay:metagenomics· 1 Approach:variational autoencoder· 1

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Andrea Meiser· 1 shared Andreas HenscheliD· 1 shared Filippo GrazioliiD· 1 shared Israa Alqassem· 1 shared Raman SiarheyeuiD· 1 shared

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2022-2022 · peak 1/yr

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1 shared paperBioinformatics

Andrea Meiser

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1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedApr 11, 2022

Microbiome-based disease prediction with multimodal variational information bottlenecks

Filippo Grazioli, Raman Siarheyeu, Israa Alqassem…·Andrea Meiser

This paper introduces MVIB, a deep learning model that combines gut microbiome data with metabolomic data to predict disease, achieving high performance across multiple disease cohorts.

48 citations

humanmetagenomics

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