Author

Roderick John Clifton-Bligh

Royal North Shore HospitalORCID 0000-0002-1545-0368Unclaimed 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:bulk RNA-seq· 1 Research Focus:cancer & tumor microenvironment· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:proteomics· 1

Frequent Co-Authors

Adel T. ArefiD· 1 shared Adnan M. NagrialiD· 1 shared Adriana Aguilar‐MahechaiD· 1 shared Alexander R. OpotowskyiD· 1 shared Alexander SwarbrickiD· 1 shared Alexandre BuffetiD· 1 shared Amelia OleagaiD· 1 shared Ana Belén Moreno-CárdenasiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperCancer Biology

Adel T. ArefORCID

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2 papers

Recent·Most cited

Cancer BiologyCancer DiscoveryPeer-reviewedJun 9, 2025

Federated deep learning enables cancer subtyping by proteomics

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.

18 citationstop 3%

humanproteomics

Cancer BiologyCancer DiscoveryPeer-reviewedApr 8, 2025

Convergent genetic adaptation in human tumors developed under systemic hypoxia and in populations living at high altitudes

Carlota Arenillas, Lucía Celada, José Ruiz-Cantador…·Rodrigo Almeida Toledo

This study links EPAS1HIF2 genetic adaptations in high-altitude populations to similar mutations in hypoxia-driven tumors, showing shared mechanisms in hypoxia response and tumorigenesis.

14 citations

humanbulk RNA-seq