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Visualizing structure and transitions in high-dimensional biological data.
Moon KR, van Dijk D, Wang Z, Gigante S, Burkhardt DB, Chen WS, Yim K, Elzen AVD, Hirn MJ, Coifman RR, Ivanova NB, Wolf G, Krishnaswamy S. Moon KR, et al. Among authors: wolf g. Nat Biotechnol. 2019 Dec;37(12):1482-1492. doi: 10.1038/s41587-019-0336-3. Epub 2019 Dec 3. Nat Biotechnol. 2019. PMID: 31796933 Free PMC article.
Recovering Gene Interactions from Single-Cell Data Using Data Diffusion.
van Dijk D, Sharma R, Nainys J, Yim K, Kathail P, Carr AJ, Burdziak C, Moon KR, Chaffer CL, Pattabiraman D, Bierie B, Mazutis L, Wolf G, Krishnaswamy S, Pe'er D. van Dijk D, et al. Among authors: wolf g. Cell. 2018 Jul 26;174(3):716-729.e27. doi: 10.1016/j.cell.2018.05.061. Epub 2018 Jun 28. Cell. 2018. PMID: 29961576 Free PMC article.
Exploring single-cell data with deep multitasking neural networks.
Amodio M, van Dijk D, Srinivasan K, Chen WS, Mohsen H, Moon KR, Campbell A, Zhao Y, Wang X, Venkataswamy M, Desai A, Ravi V, Kumar P, Montgomery R, Wolf G, Krishnaswamy S. Amodio M, et al. Among authors: wolf g. Nat Methods. 2019 Nov;16(11):1139-1145. doi: 10.1038/s41592-019-0576-7. Epub 2019 Oct 7. Nat Methods. 2019. PMID: 31591579 Free PMC article.
Uncovering axes of variation among single-cell cancer specimens.
Chen WS, Zivanovic N, van Dijk D, Wolf G, Bodenmiller B, Krishnaswamy S. Chen WS, et al. Among authors: wolf g. Nat Methods. 2020 Mar;17(3):302-310. doi: 10.1038/s41592-019-0689-z. Epub 2020 Jan 13. Nat Methods. 2020. PMID: 31932777 Free PMC article.
Coarse Graining of Data via Inhomogeneous Diffusion Condensation.
Brugnone N, Gonopolskiy A, Moyle MW, Kuchroo M, van Dijk D, Moon KR, Colon-Ramos D, Wolf G, Hirn MJ, Krishnaswamy S. Brugnone N, et al. Among authors: wolf g. Proc IEEE Int Conf Big Data. 2019 Dec;2019:2624-2633. doi: 10.1109/BigData47090.2019.9006013. Epub 2020 Feb 24. Proc IEEE Int Conf Big Data. 2019. PMID: 32747879 Free PMC article.
Quantifying the effect of experimental perturbations at single-cell resolution.
Burkhardt DB, Stanley JS 3rd, Tong A, Perdigoto AL, Gigante SA, Herold KC, Wolf G, Giraldez AJ, van Dijk D, Krishnaswamy S. Burkhardt DB, et al. Among authors: wolf g. Nat Biotechnol. 2021 May;39(5):619-629. doi: 10.1038/s41587-020-00803-5. Epub 2021 Feb 8. Nat Biotechnol. 2021. PMID: 33558698 Free PMC article.
Structural and developmental principles of neuropil assembly in C. elegans.
Moyle MW, Barnes KM, Kuchroo M, Gonopolskiy A, Duncan LH, Sengupta T, Shao L, Guo M, Santella A, Christensen R, Kumar A, Wu Y, Moon KR, Wolf G, Krishnaswamy S, Bao Z, Shroff H, Mohler WA, Colón-Ramos DA. Moyle MW, et al. Among authors: wolf g. Nature. 2021 Mar;591(7848):99-104. doi: 10.1038/s41586-020-03169-5. Epub 2021 Feb 24. Nature. 2021. PMID: 33627875 Free PMC article.
Harmonic Alignment.
Stanley JS 3rd, Gigante S, Wolf G, Krishnaswamy S. Stanley JS 3rd, et al. Among authors: wolf g. Proc SIAM Int Conf Data Min. 2020;2020:316-324. doi: 10.1137/1.9781611976236.36. Proc SIAM Int Conf Data Min. 2020. PMID: 33723496 Free PMC article.
2,582 results