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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: casiraghi e. Int J Med Inform. 2024 Jul;187:105461. doi: 10.1016/j.ijmedinf.2024.105461. Epub 2024 Apr 17. Int J Med Inform. 2024. PMID: 38643701 Free article.
Predicting nutrition and environmental factors associated with female reproductive disorders using a knowledge graph and random forests.
Chan LE, Casiraghi E, Putman T, Reese J, Harmon QE, Schaper K, Hedge H, Valentini G, Schmitt C, Motsinger-Reif A, Hall JE, Mungall CJ, Robinson PN, Haendel MA. Chan LE, et al. Among authors: casiraghi e. medRxiv [Preprint]. 2023 Jul 16:2023.07.14.23292679. doi: 10.1101/2023.07.14.23292679. medRxiv. 2023. PMID: 37502882 Free PMC article. Updated. Preprint.
A method for comparing multiple imputation techniques: A case study on the U.S. national COVID cohort collaborative.
Casiraghi E, Wong R, Hall M, Coleman B, Notaro M, Evans MD, Tronieri JS, Blau H, Laraway B, Callahan TJ, Chan LE, Bramante CT, Buse JB, Moffitt RA, Stürmer T, Johnson SG, Raymond Shao Y, Reese J, Robinson PN, Paccanaro A, Valentini G, Huling JD, Wilkins KJ; N3C Consortium. Casiraghi E, et al. J Biomed Inform. 2023 Mar;139:104295. doi: 10.1016/j.jbi.2023.104295. Epub 2023 Jan 27. J Biomed Inform. 2023. PMID: 36716983 Free PMC article.
On the limitations of large language models in clinical diagnosis.
Reese JT, Danis D, Caufield JH, Groza T, Casiraghi E, Valentini G, Mungall CJ, Robinson PN. Reese JT, et al. Among authors: casiraghi e. medRxiv [Preprint]. 2024 Feb 26:2023.07.13.23292613. doi: 10.1101/2023.07.13.23292613. medRxiv. 2024. PMID: 37503093 Free PMC article. Preprint.
GRAPE for fast and scalable graph processing and random-walk-based embedding.
Cappelletti L, Fontana T, Casiraghi E, Ravanmehr V, Callahan TJ, Cano C, Joachimiak MP, Mungall CJ, Robinson PN, Reese J, Valentini G. Cappelletti L, et al. Among authors: casiraghi e. Nat Comput Sci. 2023 Jun;3(6):552-568. doi: 10.1038/s43588-023-00465-8. Epub 2023 Jun 26. Nat Comput Sci. 2023. PMID: 38177435 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: casiraghi e. Bioinform Adv. 2024 Mar 4;4(1):vbae036. doi: 10.1093/bioadv/vbae036. eCollection 2024. Bioinform Adv. 2024. PMID: 38577542 Free PMC article.
The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.
Haendel MA, Chute CG, Bennett TD, Eichmann DA, Guinney J, Kibbe WA, Payne PRO, Pfaff ER, Robinson PN, Saltz JH, Spratt H, Suver C, Wilbanks J, Wilcox AB, Williams AE, Wu C, Blacketer C, Bradford RL, Cimino JJ, Clark M, Colmenares EW, Francis PA, Gabriel D, Graves A, Hemadri R, Hong SS, Hripscak G, Jiao D, Klann JG, Kostka K, Lee AM, Lehmann HP, Lingrey L, Miller RT, Morris M, Murphy SN, Natarajan K, Palchuk MB, Sheikh U, Solbrig H, Visweswaran S, Walden A, Walters KM, Weber GM, Zhang XT, Zhu RL, Amor B, Girvin AT, Manna A, Qureshi N, Kurilla MG, Michael SG, Portilla LM, Rutter JL, Austin CP, Gersing KR; N3C Consortium. Haendel MA, et al. J Am Med Inform Assoc. 2021 Mar 1;28(3):427-443. doi: 10.1093/jamia/ocaa196. J Am Med Inform Assoc. 2021. PMID: 32805036 Free PMC article.
NSAID use and clinical outcomes in COVID-19 patients: A 38-center retrospective cohort study.
Reese JT, Coleman B, Chan L, Blau H, Callahan TJ, Cappelletti L, Fontana T, Bradwell KR, Harris NL, Casiraghi E, Valentini G, Karlebach G, Deer R, McMurry JA, Haendel MA, Chute CG, Pfaff E, Moffitt R, Spratt H, Singh J, Mungall CJ, Williams AE, Robinson PN. Reese JT, et al. Among authors: casiraghi e. medRxiv [Preprint]. 2021 Dec 22:2021.04.13.21255438. doi: 10.1101/2021.04.13.21255438. medRxiv. 2021. PMID: 33907758 Free PMC article. Updated. Preprint.
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: casiraghi e. 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.
85 results