George C. Linderman
George C. Linderman
Massachusetts General Hospital
Verified email at - Homepage
Cited by
Cited by
Prevalence, awareness, treatment, and control of hypertension in China: data from 1· 7 million adults in a population-based screening study (China PEACE Million Persons Project)
J Lu, Y Lu, X Wang, X Li, GC Linderman, C Wu, X Cheng, L Mu, H Zhang, ...
The Lancet 390 (10112), 2549-2558, 2017
Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data
GC Linderman, M Rachh, JG Hoskins, S Steinerberger, Y Kluger
Nature Methods 16 (3), 243-245, 2019
Initialization is critical for preserving global data structure in both t-SNE and UMAP
D Kobak, GC Linderman
Nature Biotechnology 39 (2), 156-157, 2021
Clustering with t-SNE, provably
GC Linderman, S Steinerberger
SIAM journal on mathematics of data science 1 (2), 313-332, 2019
Single-cell connectomic analysis of adult mammalian lungs
MSB Raredon, TS Adams, Y Suhail, JC Schupp, S Poli, N Neumark, ...
Science Advances 5 (12), eaaw3851, 2019
Association of body mass index with blood pressure among 1.7 million Chinese adults
GC Linderman, J Lu, Y Lu, X Sun, W Xu, K Nasir, W Schulz, L Jiang, ...
JAMA Network Open 1 (4), e181271-e181271, 2018
Zero-preserving imputation of single-cell RNA-seq data
GC Linderman, J Zhao, M Roulis, P Bielecki, RA Flavell, B Nadler, ...
Nature Communications 13 (1), 1-11, 2022
Zero-preserving imputation of scRNA-seq data using low-rank approximation
GC Linderman, J Zhao, Y Kluger
BioRxiv, 397588, 2018
Single-cell analysis reveals a hair follicle dermal niche molecular differentiation trajectory that begins prior to morphogenesis
K Gupta, J Levinsohn, G Linderman, D Chen, TY Sun, D Dong, ...
Developmental Cell 48 (1), 17-31. e6, 2019
Algorithm 971: An implementation of a randomized algorithm for principal component analysis
H Li, GC Linderman, A Szlam, KP Stanton, Y Kluger, M Tygert
ACM Transactions on Mathematical Software (TOMS) 43 (3), 1-14, 2017
Efficient algorithms for t-distributed stochastic neighborhood embedding
GC Linderman, M Rachh, JG Hoskins, S Steinerberger, Y Kluger
arXiv preprint arXiv:1712.09005, 2017
3-D stent detection in intravascular OCT using a Bayesian network and graph search
Z Wang, MW Jenkins, GC Linderman, HG Bezerra, Y Fujino, MA Costa, ...
IEEE transactions on medical imaging 34 (7), 1549-1561, 2015
The proximal humeral ossification system improves assessment of maturity in patients with scoliosis
DT Li, GC Linderman, JJ Cui, S DeVries, AD Nicholson, E Li, L Petit, ...
JBJS 101 (20), 1868-1874, 2019
Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations
D Kobak, G Linderman, S Steinerberger, Y Kluger, P Berens
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
Numerical integration on graphs: where to sample and how to weigh
G Linderman, S Steinerberger
Mathematics of computation 89 (324), 1933-1952, 2020
Randomized near-neighbor graphs, giant components and applications in data science
A Jaffe, Y Kluger, GC Linderman, G Mishne, S Steinerberger
Journal of applied probability 57 (2), 458-476, 2020
Magnet: Microarray gene expression and network evaluation toolkit
GC Linderman, MR Chance, G Bebek
Nucleic Acids Research 40 (W1), W152-W156, 2012
Dimensionality reduction of single-cell RNA-seq data
GC Linderman
RNA Bioinformatics, 331-342, 2021
Quantifying blood pressure visit-to-visit variability in the real-world setting: a retrospective cohort study
Y Lu, GC Linderman, S Mahajan, Y Liu, C Huang, R Khera, BJ Mortazavi, ...
Circulation: Cardiovascular Quality and Outcomes 16 (4), e009258, 2023
Increased mortality with resuscitative endovascular balloon occlusion of the aorta only mitigated by strong unmeasured confounding: an expanded analysis using the National …
GC Linderman, W Lin, RD Becher, AA Maung, B Bhattacharya, KA Davis, ...
Journal of Trauma and Acute Care Surgery 91 (5), 790-797, 2021
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