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Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research.
Golob JL, Oskotsky TT, Tang AS, Roldan A, Chung V, Ha CWY, Wong RJ, Flynn KJ, Parraga-Leo A, Wibrand C, Minot SS, Oskotsky B, Andreoletti G, Kosti I, Bletz J, Nelson A, Gao J, Wei Z, Chen G, Tang ZZ, Novielli P, Romano D, Pantaleo E, Amoroso N, Monaco A, Vacca M, De Angelis M, Bellotti R, Tangaro S, Kuntzleman A, Bigcraft I, Techtmann S, Bae D, Kim E, Jeon J, Joe S; Preterm Birth DREAM Community; Theis KR, Ng S, Lee YS, Diaz-Gimeno P, Bennett PR, MacIntyre DA, Stolovitzky G, Lynch SV, Albrecht J, Gomez-Lopez N, Romero R, Stevenson DK, Aghaeepour N, Tarca AL, Costello JC, Sirota M. Golob JL, et al. Cell Rep Med. 2024 Jan 16;5(1):101350. doi: 10.1016/j.xcrm.2023.101350. Epub 2023 Dec 21. Cell Rep Med. 2024. PMID: 38134931 Free PMC article.
Leveraging electronic health records and knowledge networks for Alzheimer's disease prediction and sex-specific biological insights.
Tang AS, Rankin KP, Cerono G, Miramontes S, Mills H, Roger J, Zeng B, Nelson C, Soman K, Woldemariam S, Li Y, Lee A, Bove R, Glymour M, Aghaeepour N, Oskotsky TT, Miller Z, Allen IE, Sanders SJ, Baranzini S, Sirota M. Tang AS, et al. Nat Aging. 2024 Mar;4(3):379-395. doi: 10.1038/s43587-024-00573-8. Epub 2024 Feb 21. Nat Aging. 2024. PMID: 38383858 Free PMC article.
The scalable precision medicine open knowledge engine (SPOKE): a massive knowledge graph of biomedical information.
Morris JH, Soman K, Akbas RE, Zhou X, Smith B, Meng EC, Huang CC, Cerono G, Schenk G, Rizk-Jackson A, Harroud A, Sanders L, Costes SV, Bharat K, Chakraborty A, Pico AR, Mardirossian T, Keiser M, Tang A, Hardi J, Shi Y, Musen M, Israni S, Huang S, Rose PW, Nelson CA, Baranzini SE. Morris JH, et al. Bioinformatics. 2023 Feb 3;39(2):btad080. doi: 10.1093/bioinformatics/btad080. Bioinformatics. 2023. PMID: 36759942 Free PMC article.