Author

Catherine A. Butler

The University of MelbourneORCID 0000-0001-6371-3954Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:metagenomics· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Di WuiD· 2 shared Duan Wang· 2 shared Jialiu XieiD· 2 shared Kimon DivarisiD· 2 shared Stuart G. DashperiD· 2 shared Yifan DaiiD· 2 shared Yixiang QuiD· 2 shared Alistair Turcan· 1 shared

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2024-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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2 shared papersMicrobiology

Di WuORCID

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2 papers

Recent·Most cited

MicrobiologybioRxivPreprintFeb 17, 2025

Deep-learning-based interpolation of longitudinal microbiome data powers biologically informative discovery

Yixiang Qu, Ruiqi Lyu, Duan Wang…·Di Wu

This paper introduces BGOB, a deep learning framework for longitudinal microbiome interpolation, improving analysis of microbial community trajectories and revealing disease-related associations.

4 citations

humanmetagenomics

𝕏 PostBluesky

BioinformaticsbioRxivPreprintOct 18, 2024

Longitudinal Microbiome-based Interpretable Machine Learning for Identification of Time-Varying Biomarkers in Early Prediction of Disease Outcomes

Yifan Dai, Yunzhi Qian, Yixiang Qu…·Di Wu

This paper introduces LP-Micro, a machine learning framework for analyzing longitudinal microbiome data to identify time-varying biomarkers predictive of disease outcomes.

5 citations

humanmetagenomics

𝕏 PostBluesky