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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: robinson pn. Sci Data. 2024 Apr 11;11(1):363. doi: 10.1038/s41597-024-03171-w. Sci Data. 2024. PMID: 38605048 Free PMC article.
KG-COVID-19: A Framework to Produce Customized Knowledge Graphs for COVID-19 Response.
Reese JT, Unni D, Callahan TJ, Cappelletti L, Ravanmehr V, Carbon S, Shefchek KA, Good BM, Balhoff JP, Fontana T, Blau H, Matentzoglu N, Harris NL, Munoz-Torres MC, Haendel MA, Robinson PN, Joachimiak MP, Mungall CJ. Reese JT, et al. Among authors: robinson pn. Patterns (N Y). 2021 Jan 8;2(1):100155. doi: 10.1016/j.patter.2020.100155. Epub 2020 Nov 9. Patterns (N Y). 2021. PMID: 33196056 Free PMC article.
Ontologizing health systems data at scale: making translational discovery a reality.
Callahan TJ, Stefanski AL, Wyrwa JM, Zeng C, Ostropolets A, Banda JM, Baumgartner WA Jr, Boyce RD, Casiraghi E, Coleman BD, Collins JH, Deakyne Davies SJ, Feinstein JA, Lin AY, Martin B, Matentzoglu NA, Meeker D, Reese J, Sinclair J, Taneja SB, Trinkley KE, Vasilevsky NA, Williams AE, Zhang XA, Denny JC, Ryan PB, Hripcsak G, Bennett TD, Haendel MA, Robinson PN, Hunter LE, Kahn MG. Callahan TJ, et al. Among authors: robinson pn. NPJ Digit Med. 2023 May 19;6(1):89. doi: 10.1038/s41746-023-00830-x. NPJ Digit Med. 2023. PMID: 37208468 Free PMC article.
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: robinson pn. 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: robinson pn. Bioinform Adv. 2024 Mar 4;4(1):vbae036. doi: 10.1093/bioadv/vbae036. eCollection 2024. Bioinform Adv. 2024. PMID: 38577542 Free PMC article.
Capturing phenotypes for precision medicine.
Robinson PN, Mungall CJ, Haendel M. Robinson PN, et al. Cold Spring Harb Mol Case Stud. 2015 Oct;1(1):a000372. doi: 10.1101/mcs.a000372. Cold Spring Harb Mol Case Stud. 2015. PMID: 27148566 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: robinson pn. 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.
The Monarch Initiative in 2024: an analytic platform integrating phenotypes, genes and diseases across species.
Putman TE, Schaper K, Matentzoglu N, Rubinetti VP, Alquaddoomi FS, Cox C, Caufield JH, Elsarboukh G, Gehrke S, Hegde H, Reese JT, Braun I, Bruskiewich RM, Cappelletti L, Carbon S, Caron AR, Chan LE, Chute CG, Cortes KG, De Souza V, Fontana T, Harris NL, Hartley EL, Hurwitz E, Jacobsen JOB, Krishnamurthy M, Laraway BJ, McLaughlin JA, McMurry JA, Moxon SAT, Mullen KR, O'Neil ST, Shefchek KA, Stefancsik R, Toro S, Vasilevsky NA, Walls RL, Whetzel PL, Osumi-Sutherland D, Smedley D, Robinson PN, Mungall CJ, Haendel MA, Munoz-Torres MC. Putman TE, et al. Among authors: robinson pn. Nucleic Acids Res. 2024 Jan 5;52(D1):D938-D949. doi: 10.1093/nar/gkad1082. Nucleic Acids Res. 2024. PMID: 38000386 Free PMC article.
Semantic integration of clinical laboratory tests from electronic health records for deep phenotyping and biomarker discovery.
Zhang XA, Yates A, Vasilevsky N, Gourdine JP, Callahan TJ, Carmody LC, Danis D, Joachimiak MP, Ravanmehr V, Pfaff ER, Champion J, Robasky K, Xu H, Fecho K, Walton NA, Zhu RL, Ramsdill J, Mungall CJ, Köhler S, Haendel MA, McDonald CJ, Vreeman DJ, Peden DB, Bennett TD, Feinstein JA, Martin B, Stefanski AL, Hunter LE, Chute CG, Robinson PN. Zhang XA, et al. Among authors: robinson pn. NPJ Digit Med. 2019;2:32. doi: 10.1038/s41746-019-0110-4. Epub 2019 May 2. NPJ Digit Med. 2019. PMID: 31119199 Free PMC article.
390 results