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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. 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: callahan tj. 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.
Knowledge-Based Biomedical Data Science.
Callahan TJ, Tripodi IJ, Pielke-Lombardo H, Hunter LE. Callahan TJ, et al. Annu Rev Biomed Data Sci. 2020 Jul;3:23-41. doi: 10.1146/annurev-biodatasci-010820-091627. Epub 2020 Apr 7. Annu Rev Biomed Data Sci. 2020. PMID: 33954284 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. 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: callahan tj. 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.
Applying knowledge-driven mechanistic inference to toxicogenomics.
Tripodi IJ, Callahan TJ, Westfall JT, Meitzer NS, Dowell RD, Hunter LE. Tripodi IJ, et al. Among authors: callahan tj. Toxicol In Vitro. 2020 Aug;66:104877. doi: 10.1016/j.tiv.2020.104877. Epub 2020 May 6. Toxicol In Vitro. 2020. PMID: 32387679 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: callahan tj. 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.
KG-COVID-19: a framework to produce customized knowledge graphs for COVID-19 response.
Reese J, Unni D, Callahan TJ, Cappelletti L, Ravanmehr V, Carbon S, Fontana T, Blau H, Matentzoglu N, Harris NL, Munoz-Torres MC, Robinson PN, Joachimiak MP, Mungall CJ. Reese J, et al. Among authors: callahan tj. bioRxiv [Preprint]. 2020 Aug 18:2020.08.17.254839. doi: 10.1101/2020.08.17.254839. bioRxiv. 2020. PMID: 32839776 Free PMC article. Updated. Preprint.
78 results