Prof Kim-Anh Le Cao
Professor in Statistical Genomics
School of Mathematics and Statistics
176 Scholarly works
18 Projects
HIGHLIGHTS
2024
Research grants (ARC, NHMRC, MRFF)
New Data Integration Methods to Unlock the Potential of Clinical Omics Data
2023
Research grants (ARC, NHMRC, MRFF)
ARC Centre of Excellence in Quantum Biotechnology
2023
Research grants (other domestic)
ARC Centre of Excellence in Quantum Biotechnology
2019
Journal article
DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays.
DOI: 10.1093/bioinformatics/bty10542019
Journal article
Benchmarking single cell RNA-sequencing analysis pipelines using mixture control experiments
DOI: 10.1038/s41592-019-0425-82017
Journal article
mixOmics: An R package for ‘omics feature selection and multiple data integration
DOI: 10.1371/journal.pcbi.10057522014
Journal article
Genome-wide characterization of the routes to pluripotency
DOI: 10.1038/nature14046
RECENT SCHOLARLY WORKS
2026
Journal article
Scalable cell-specific coexpression networks for granular regulatory pattern discovery with NeighbourNet.
DOI: 10.1101/gr.281171.1252026
Journal article
Phylobar: an R package for multiresolution compositional barplots in omics studies.
DOI: 10.1093/bioinformatics/btag1512026
Journal article
Large-scale drug screening in iPSC-derived motor neurons from sporadic ALS patients identifies a potential combinatorial therapy
DOI: 10.1038/s41593-025-02118-72026
Journal article
Integrated multi-omics reveals coordinated Staphylococcus aureus metabolic, iron transport, and stress responses to human serum
DOI: 10.1128/msystems.01183-252026
Journal article
Age-related Eye Disease Studies Supplements and Genetic Risk Score Are Crucial Determinants of Intestinal Microbial Alterations in Advanced Age-Related Macular Degeneration
DOI: 10.1016/j.xops.2025.1009202025
Journal article
Microbial network inference for longitudinal microbiome studies with LUPINE
DOI: 10.1186/s40168-025-02041-w2025
Journal article
Gene content of seawater microbes is a strong predictor of water chemistry across the Great Barrier Reef
DOI: 10.1186/s40168-024-01972-02025
Journal article
Φ-Space: continuous phenotyping of single-cell multi-omics data
DOI: 10.1186/s13059-025-03755-8