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Shaoheng Liang
Shaoheng Liang
Computational Biology Department, School of Computer Science, Carnegie Mellon University
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Automatic image cropping: A computational complexity study
J Chen, G Bai, S Liang, Z Li
Proceedings of the IEEE conference on computer vision and pattern …, 2016
1312016
Single-nuclei RNA-seq on human retinal tissue provides improved transcriptome profiling
Q Liang, R Dharmat, L Owen, A Shakoor, Y Li, S Kim, A Vitale, I Kim, ...
Nature communications 10 (1), 5743, 2019
1012019
Bi-order multimodal integration of single-cell data
J Dou, S Liang, V Mohanty, Q Miao, Y Huang, Q Liang, X Cheng, S Kim, ...
Genome biology 23 (1), 112, 2022
55*2022
SCMarker: ab initio marker selection for single cell transcriptome profiling
F Wang, S Liang, T Kumar, N Navin, K Chen
PLoS computational biology 15 (10), e1007445, 2019
322019
Latent periodic process inference from single-cell RNA-seq data
S Liang, F Wang, J Han, K Chen
Nature communications 11 (1), 1441, 2020
312020
Single-cell manifold-preserving feature selection for detecting rare cell populations
S Liang, V Mohanty, J Dou, Q Miao, Y Huang, M Müftüoğlu, L Ding, ...
Nature computational science 1 (5), 374-384, 2021
252021
MEDALT: single-cell copy number lineage tracing enabling gene discovery
F Wang, Q Wang, V Mohanty, S Liang, J Dou, J Han, DC Minussi, R Gao, ...
Genome biology 22, 1-22, 2021
232021
Loss of metabolic fitness drives tumor resistance after CAR-NK cell therapy and can be overcome by cytokine engineering
L Li, V Mohanty, J Dou, Y Huang, PP Banerjee, Q Miao, JG Lohr, ...
Science Advances 9 (30), eadd6997, 2023
192023
Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution
ME Monberg, H Geiger, JJ Lee, R Sharma, A Semaan, V Bernard, J Wong, ...
Nature communications 13 (1), 3652, 2022
152022
Integrated multi-omics analyses identify anti-viral host factors and pathways controlling SARS-CoV-2 infection
J Hou, Y Wei, J Zou, R Jaffery, L Sun, S Liang, N Zheng, AM Guerrero, ...
Nature communications 15 (1), 109, 2024
112024
In-depth analysis of SARS-CoV-2–specific T cells reveals diverse differentiation hierarchies in vaccinated individuals
L Li, M Muftuoglu, S Liang, M Basyal, LV Jiangxing, ME Akdogan, K Chen, ...
JCI insight 7 (7), 2022
102022
Extended live-cell barcoding approach for multiplexed mass cytometry
M Muftuoglu, L Li, S Liang, D Mak, AJ Lin, J Fang, JK Burks, K Chen, ...
Scientific reports 11 (1), 12388, 2021
102021
Decoupling lineage-associated genes in acute myeloid leukemia reveals inflammatory and metabolic signatures associated with outcomes
HA Abbas, V Mohanty, R Wang, Y Huang, S Liang, F Wang, J Zhang, ...
Frontiers in Oncology 11, 705627, 2021
92021
Sensei: how many samples to tell a change in cell type abundance?
S Liang, J Willis, J Dou, V Mohanty, Y Huang, E Vilar, K Chen
BMC bioinformatics 23, 1-22, 2022
7*2022
Stratified test accurately identifies differentially expressed genes under batch effects in single-cell data
S Liang, Q Liang, R Chen, K Chen
IEEE/ACM transactions on computational biology and bioinformatics 18 (6 …, 2021
52021
Linear time symmetric axis search based on palindrome detection
S Liang, J Chen, Z Li, G Bai
2016 IEEE International Conference on Image Processing (ICIP), 1799-1803, 2016
52016
Single-cell CRISPR immune screens reveal immunological roles of tumor intrinsic factors
J Hou, S Liang, C Xu, Y Wei, Y Wang, Y Tan, N Sahni, DJ McGrail, ...
NAR cancer 4 (4), zcac038, 2022
32022
Stratified test alleviates batch effects in single-cell data
S Liang, Q Liang, R Chen, K Chen
International Conference on Algorithms for Computational Biology, 167-177, 2020
32020
Label-aware distance mitigates temporal and spatial variability for clustering and visualization of single-cell gene expression data
S Liang, J Dou, R Iqbal, K Chen
Communications Biology 7 (1), 326, 2024
12024
Single-cell chromatin accessibility profiling of acute myeloid leukemia reveals heterogeneous lineage composition upon therapy-resistance
H Fan, F Wang, A Zeng, A Murison, K Tomczak, D Hao, FZ Jelloul, ...
Communications Biology 6 (1), 765, 2023
12023
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