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Predicting nutrition and environmental factors associated with female reproductive disorders using a knowledge graph and random forests.
Chan LE, Casiraghi E, Reese J, Harmon QE, Schaper K, Hegde H, Valentini G, Schmitt C, Motsinger-Reif A, Hall JE, Mungall CJ, Robinson PN, Haendel MA. Chan LE, et al. Among authors: valentini g. Int J Med Inform. 2024 Apr 17;187:105461. doi: 10.1016/j.ijmedinf.2024.105461. Online ahead of print. Int J Med Inform. 2024. PMID: 38643701 Free article.
An open source knowledge graph ecosystem for the life sciences.
Callahan TJ, Tripodi IJ, Stefanski AL, Cappelletti L, Taneja SB, Wyrwa JM, Casiraghi E, Matentzoglu NA, Reese J, Silverstein JC, Hoyt CT, Boyce RD, Malec SA, Unni DR, Joachimiak MP, Robinson PN, Mungall CJ, Cavalleri E, Fontana T, Valentini G, Mesiti M, Gillenwater LA, Santangelo B, Vasilevsky NA, Hoehndorf R, Bennett TD, Ryan PB, Hripcsak G, Kahn MG, Bada M, Baumgartner WA Jr, Hunter LE. Callahan TJ, et al. Among authors: valentini g. Sci Data. 2024 Apr 11;11(1):363. doi: 10.1038/s41597-024-03171-w. Sci Data. 2024. PMID: 38605048 Free PMC article.
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: valentini g. Bioinform Adv. 2024 Mar 4;4(1):vbae036. doi: 10.1093/bioadv/vbae036. eCollection 2024. Bioinform Adv. 2024. PMID: 38577542 Free PMC article.
Ultrasound-guided diagnosis on a parapharyngeal mass.
Alessio F, Scarano A, Valentini G, Boccatonda A, Andreetto L, Vicari S. Alessio F, et al. Among authors: valentini g. J Ultrasound. 2024 Mar 29. doi: 10.1007/s40477-024-00882-z. Online ahead of print. J Ultrasound. 2024. PMID: 38551781
643 results