Author

Maija R.J. Kohonen‐Corish

Garvan Institute of Medical ResearchORCID 0000-0002-4073-1479Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cancer Biology· 1 Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cancer & tumor microenvironment· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:human· 1 Assay:proteomics· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Adel T. ArefiD· 1 shared Adnan M. NagrialiD· 1 shared Adriana Aguilar‐MahechaiD· 1 shared Alexander SwarbrickiD· 1 shared Alexandra MartinsiD· 1 shared Amanda B. SpurdleiD· 1 shared Andreas LaneriD· 1 shared Anna DeFazioiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperCancer Biology

Adel T. ArefORCID

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2 papers

Recent·Most cited

Federated deep learning enables cancer subtyping by proteomics

Zhaoxiang Cai, Emma L. Boys, Zainab Noor, Adel T. Aref, Dylan Xavier, Natasha Lucas, Steven G. Williams, Jennifer M.S. Koh, Rebecca C. Poulos, Yangxiu Wu, Michael Dausmann, Karen L. MacKenzie, Adriana Aguilar‐Mahecha, Carolina Armengol, Maria Manuela Barranco, , Roger R. Reddel

ProCanFDL uses federated deep learning to subtype cancers using proteomic data while preserving privacy, achieving performance gains over local models.

Cancer Discovery · Jun 9, 2025Peer-reviewedCancer Biology

Mismatch repair gene specifications to the ACMG/AMP classification criteria: Consensus recommendations from the InSiGHT ClinGen Hereditary Colorectal Cancer / Polyposis Variant Curation Expert Panel

John‐Paul Plazzer, Finlay Macrae, Xiaoyu Yin, Bryony A. Thompson, Susan Mary Farrington, Lauren B. Currie, Kristina Lagerstedt‐Robinson, Jane Hübertz Frederiksen, Thomas van Overeem Hansen, Lise Graversen, Ian M. Frayling, Kiwamu Akagi, Gou Yamamoto, Fahd Al‐Mulla, Matthew J. Ferber, , Andreas Laner

The paper specifies MMR gene-specific criteria to the ACMG/AMP classification system, reclassifying some variants and providing a framework for improved pathogenicity assessment.

medRxiv · May 13, 2024 · PreprintGenetic & Genomic Medicine