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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: hansen p. Bioinform Adv. 2024 Mar 4;4(1):vbae036. doi: 10.1093/bioadv/vbae036. eCollection 2024. Bioinform Adv. 2024. PMID: 38577542 Free PMC article.
Supervised learning with word embeddings derived from PubMed captures latent knowledge about protein kinases and cancer.
Ravanmehr V, Blau H, Cappelletti L, Fontana T, Carmody L, Coleman B, George J, Reese J, Joachimiak M, Bocci G, Hansen P, Bult C, Rueter J, Casiraghi E, Valentini G, Mungall C, Oprea TI, Robinson PN. Ravanmehr V, et al. Among authors: hansen p. NAR Genom Bioinform. 2021 Dec 8;3(4):lqab113. doi: 10.1093/nargab/lqab113. eCollection 2021 Dec. NAR Genom Bioinform. 2021. PMID: 34888523 Free PMC article.
Distinct global shifts in genomic binding profiles of limb malformation-associated HOXD13 mutations.
Ibrahim DM, Hansen P, Rödelsperger C, Stiege AC, Doelken SC, Horn D, Jäger M, Janetzki C, Krawitz P, Leschik G, Wagner F, Scheuer T, Schmidt-von Kegler M, Seemann P, Timmermann B, Robinson PN, Mundlos S, Hecht J. Ibrahim DM, et al. Among authors: hansen p. Genome Res. 2013 Dec;23(12):2091-102. doi: 10.1101/gr.157610.113. Epub 2013 Aug 30. Genome Res. 2013. PMID: 23995701 Free PMC article.
3,317 results