Author
The University of SydneyORCID 0000-0003-2601-9343Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Zhaoxiang Cai, Emma L. Boys, Zainab Noor…·Roger R. Reddel
ProCanFDL uses federated deep learning to subtype cancers using proteomic data while preserving privacy, achieving performance gains over local models.
Dylan Xavier, Natasha Lucas, Steven G. Williams…·Phillip James Robinson
The paper introduces a rapid, high-throughput proteomics sample processing protocol called Heat n Beat, achieving consistent peptide yield and quality across diverse tissue types in under an hour.
Emanuel Gonçalves, Rebecca C. Poulos, Zhaoxiang Cai…·Roger R. Reddel
The paper presents a pan-cancer proteomic map of 949 cell lines, revealing protein-specific biomarkers of cancer vulnerabilities and showing proteomic data's superior predictive power for drug response.