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A community effort to optimize sequence-based deep learning models of gene regulation.
Rafi AM, Nogina D, Penzar D, Lee D, Lee D, Kim N, Kim S, Kim D, Shin Y, Kwak IY, Meshcheryakov G, Lando A, Zinkevich A, Kim BC, Lee J, Kang T, Vaishnav ED, Yadollahpour P; Random Promoter DREAM Challenge Consortium; Kim S, Albrecht J, Regev A, Gong W, Kulakovskiy IV, Meyer P, de Boer CG. Rafi AM, et al. Among authors: yadollahpour p. Nat Biotechnol. 2024 Oct 11. doi: 10.1038/s41587-024-02414-w. Online ahead of print. Nat Biotechnol. 2024. PMID: 39394483
Evaluation and optimization of sequence-based gene regulatory deep learning models.
Rafi AM, Nogina D, Penzar D, Lee D, Lee D, Kim N, Kim S, Kim D, Shin Y, Kwak IY, Meshcheryakov G, Lando A, Zinkevich A, Kim BC, Lee J, Kang T, Vaishnav ED, Yadollahpour P; Random Promoter DREAM Challenge Consortium; Kim S, Albrecht J, Regev A, Gong W, Kulakovskiy IV, Meyer P, de Boer C. Rafi AM, et al. Among authors: yadollahpour p. bioRxiv [Preprint]. 2024 Feb 17:2023.04.26.538471. doi: 10.1101/2023.04.26.538471. bioRxiv. 2024. Update in: Nat Biotechnol. 2024 Oct 11. doi: 10.1038/s41587-024-02414-w PMID: 38405704 Free PMC article. Updated. Preprint.
Single-nucleus and spatial transcriptome profiling of pancreatic cancer identifies multicellular dynamics associated with neoadjuvant treatment.
Hwang WL, Jagadeesh KA, Guo JA, Hoffman HI, Yadollahpour P, Reeves JW, Mohan R, Drokhlyansky E, Van Wittenberghe N, Ashenberg O, Farhi SL, Schapiro D, Divakar P, Miller E, Zollinger DR, Eng G, Schenkel JM, Su J, Shiau C, Yu P, Freed-Pastor WA, Abbondanza D, Mehta A, Gould J, Lambden C, Porter CBM, Tsankov A, Dionne D, Waldman J, Cuoco MS, Nguyen L, Delorey T, Phillips D, Barth JL, Kem M, Rodrigues C, Ciprani D, Roldan J, Zelga P, Jorgji V, Chen JH, Ely Z, Zhao D, Fuhrman K, Fropf R, Beechem JM, Loeffler JS, Ryan DP, Weekes CD, Ferrone CR, Qadan M, Aryee MJ, Jain RK, Neuberg DS, Wo JY, Hong TS, Xavier R, Aguirre AJ, Rozenblatt-Rosen O, Mino-Kenudson M, Castillo CF, Liss AS, Ting DT, Jacks T, Regev A. Hwang WL, et al. Among authors: yadollahpour p. Nat Genet. 2022 Aug;54(8):1178-1191. doi: 10.1038/s41588-022-01134-8. Epub 2022 Jul 28. Nat Genet. 2022. PMID: 35902743 Free PMC article.
Molecular logic of cellular diversification in the mouse cerebral cortex.
Di Bella DJ, Habibi E, Stickels RR, Scalia G, Brown J, Yadollahpour P, Yang SM, Abbate C, Biancalani T, Macosko EZ, Chen F, Regev A, Arlotta P. Di Bella DJ, et al. Among authors: yadollahpour p. Nature. 2021 Jul;595(7868):554-559. doi: 10.1038/s41586-021-03670-5. Epub 2021 Jun 23. Nature. 2021. PMID: 34163074 Free PMC article.