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Node-degree aware edge sampling mitigates inflated classification performance in biomedical random walk-based graph representation learning.
Cappelletti L, Rekerle L, Fontana T, Hansen P, Casiraghi E, Ravanmehr V, Mungall CJ, Yang JJ, Spranger L, Karlebach G, Caufield JH, Carmody L, Coleman B, Oprea TI, Reese J, Valentini G, Robinson PN. Cappelletti L, et al. Among authors: caufield jh. Bioinform Adv. 2024 Mar 4;4(1):vbae036. doi: 10.1093/bioadv/vbae036. eCollection 2024. Bioinform Adv. 2024. PMID: 38577542 Free PMC article.
A Second Look at FAIR in Proteomic Investigations.
Caufield JH, Fu J, Wang D, Guevara-Gonzalez V, Wang W, Ping P. Caufield JH, et al. J Proteome Res. 2021 May 7;20(5):2182-2186. doi: 10.1021/acs.jproteome.1c00177. Epub 2021 Mar 13. J Proteome Res. 2021. PMID: 33719446 Free PMC article.
Cardiovascular informatics: building a bridge to data harmony.
Caufield JH, Sigdel D, Fu J, Choi H, Guevara-Gonzalez V, Wang D, Ping P. Caufield JH, et al. Cardiovasc Res. 2022 Feb 21;118(3):732-745. doi: 10.1093/cvr/cvab067. Cardiovasc Res. 2022. PMID: 33751044 Free PMC article. Review.
33 results