Linderman G - Search Results

1

Single-cell connectomic analysis of adult mammalian lungs.

Raredon MSB, Adams TS, Suhail Y, Schupp JC, Poli S, Neumark N, Leiby KL, Greaney AM, Yuan Y, Horien C, Linderman G, Engler AJ, Boffa DJ, Kluger Y, Rosas IO, Levchenko A, Kaminski N, Niklason LE. Raredon MSB, et al. Among authors: linderman g. Sci Adv. 2019 Dec 4;5(12):eaaw3851. doi: 10.1126/sciadv.aaw3851. eCollection 2019 Dec. Sci Adv. 2019. PMID: 31840053 Free PMC article.

2

Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data.

Linderman GC, Rachh M, Hoskins JG, Steinerberger S, Kluger Y. Linderman GC, et al. Nat Methods. 2019 Mar;16(3):243-245. doi: 10.1038/s41592-018-0308-4. Epub 2019 Feb 11. Nat Methods. 2019. PMID: 30742040 Free PMC article.

3

Zero-preserving imputation of single-cell RNA-seq data.

Linderman GC, Zhao J, Roulis M, Bielecki P, Flavell RA, Nadler B, Kluger Y. Linderman GC, et al. Nat Commun. 2022 Jan 11;13(1):192. doi: 10.1038/s41467-021-27729-z. Nat Commun. 2022. PMID: 35017482 Free PMC article.

4

Randomized near-neighbor graphs, giant components and applications in data science.

Linderman GC, Mishne G, Jaffe A, Kluger Y, Steinerberger S. Linderman GC, et al. J Appl Probab. 2020 Jun;57(2):458-476. doi: 10.1017/jpr.2020.21. Epub 2020 Jul 16. J Appl Probab. 2020. PMID: 32913373 Free PMC article.

5

Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations.

Kobak D, Linderman G, Steinerberger S, Kluger Y, Berens P. Kobak D, et al. Among authors: linderman g. Mach Learn Knowl Discov Databases. 2020;11906:124-139. doi: 10.1007/978-3-030-46150-8_8. Epub 2020 Apr 30. Mach Learn Knowl Discov Databases. 2020. PMID: 33103160 Free PMC article.

6

Single-Cell Analysis Reveals a Hair Follicle Dermal Niche Molecular Differentiation Trajectory that Begins Prior to Morphogenesis.

Gupta K, Levinsohn J, Linderman G, Chen D, Sun TY, Dong D, Taketo MM, Bosenberg M, Kluger Y, Choate K, Myung P. Gupta K, et al. Among authors: linderman g. Dev Cell. 2019 Jan 7;48(1):17-31.e6. doi: 10.1016/j.devcel.2018.11.032. Epub 2018 Dec 27. Dev Cell. 2019. PMID: 30595533 Free PMC article.

7

Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis.

Li H, Linderman GC, Szlam A, Stanton KP, Kluger Y, Tygert M. Li H, et al. ACM Trans Math Softw. 2017 Jan;43(3):28. doi: 10.1145/3004053. ACM Trans Math Softw. 2017. PMID: 28983138 Free PMC article.

8

The Proximal Humeral Ossification System Improves Assessment of Maturity in Patients with Scoliosis.

Li DT, Linderman GC, Cui JJ, DeVries S, Nicholson AD, Li E, Petit L, Kahan JB, Talty R, Kluger Y, Cooperman DR, Smith BG. Li DT, et al. Among authors: linderman gc. J Bone Joint Surg Am. 2019 Oct 16;101(20):1868-1874. doi: 10.2106/JBJS.19.00296. J Bone Joint Surg Am. 2019. PMID: 31626012 Free PMC article.

9

Dimensionality Reduction of Single-Cell RNA-Seq Data.

Linderman GC. Linderman GC. Methods Mol Biol. 2021;2284:331-342. doi: 10.1007/978-1-0716-1307-8_18. Methods Mol Biol. 2021. PMID: 33835451

10

Clustering with t-SNE, provably.

Linderman GC, Steinerberger S. Linderman GC, et al. SIAM J Math Data Sci. 2019;1(2):313-332. doi: 10.1137/18m1216134. Epub 2019 May 28. SIAM J Math Data Sci. 2019. PMID: 33073204 Free PMC article.

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