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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: van dijk d. 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. 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: van dijk d. 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: van dijk d. 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.
Single cell immune profiling of dengue virus patients reveals intact immune responses to Zika virus with enrichment of innate immune signatures.
Zhao Y, Amodio M, Vander Wyk B, Gerritsen B, Kumar MM, van Dijk D, Moon K, Wang X, Malawista A, Richards MM, Cahill ME, Desai A, Sivadasan J, Venkataswamy MM, Ravi V, Fikrig E, Kumar P, Kleinstein SH, Krishnaswamy S, Montgomery RR. Zhao Y, et al. Among authors: van dijk d. PLoS Negl Trop Dis. 2020 Mar 9;14(3):e0008112. doi: 10.1371/journal.pntd.0008112. eCollection 2020 Mar. PLoS Negl Trop Dis. 2020. PMID: 32150565 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: van dijk d. 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: van dijk d. 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.
Interpretable Neuron Structuring with Graph Spectral Regularization.
Tong A, van Dijk D, Stanley JS 3rd, Amodio M, Yim K, Muhle R, Noonan J, Wolf G, Krishnaswamy S. Tong A, et al. Among authors: van dijk d. Adv Intell Data Anal. 2020 Apr;12080:509-521. doi: 10.1007/978-3-030-44584-3_40. Epub 2020 Apr 22. Adv Intell Data Anal. 2020. PMID: 34131660 Free PMC article.
302 results