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Peijie Zhou
Peijie Zhou
Center for Machine Learning Research, Peking University
在 pku.edu.cn 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Construction of the landscape for multi-stable systems: Potential landscape, quasi-potential, A-type integral and beyond
P Zhou, T Li
The Journal of chemical physics 144 (9), 2016
882016
Dissecting transition cells from single-cell transcriptome data through multiscale stochastic dynamics
P Zhou, S Wang, T Li, Q Nie
Nature communications 12 (1), 5609, 2021
642021
Inference and multiscale model of epithelial-to-mesenchymal transition via single-cell transcriptomic data
Y Sha, S Wang, P Zhou, Q Nie
Nucleic acids research 48 (17), 9505-9520, 2020
552020
On the mathematics of RNA velocity I: theoretical analysis
T Li, J Shi, Y Wu, P Zhou
bioRxiv, 2020.09. 19.304584, 2020
292020
spliceJAC: transition genes and state‐specific gene regulation from single‐cell transcriptome data
F Bocci, P Zhou, Q Nie
Molecular systems biology 18 (11), e11176, 2022
222022
Inference of intercellular communications and multilayer gene-regulations of epithelial–mesenchymal transition from single-cell transcriptomic data
Y Sha, S Wang, F Bocci, P Zhou, Q Nie
Frontiers in Genetics 11, 604585, 2021
222021
Preneoplastic stromal cells promote BRCA1-mediated breast tumorigenesis
K Nee, D Ma, QH Nguyen, M Pein, N Pervolarakis, J Insua-Rodríguez, ...
Nature genetics 55 (4), 595-606, 2023
202023
Integrating single-cell datasets with ambiguous batch information by incorporating molecular network features
J Dong, P Zhou, Y Wu, Y Chen, H Xie, Y Gao, J Lu, J Yang, X Zhang, ...
Briefings in Bioinformatics 23 (1), bbab366, 2022
15*2022
Single-cell RNA-seq analysis reveals the acquisition of cancer stem cell traits and increase of cell–cell signaling during EMT progression
F Bocci, P Zhou, Q Nie
Cancers 13 (22), 5726, 2021
132021
Reconstructing growth and dynamic trajectories from single-cell transcriptomics data
Y Sha, Y Qiu, P Zhou, Q Nie
Nature Machine Intelligence 6 (1), 25-39, 2024
122024
Stochasticity triggers activation of the S-phase checkpoint pathway in budding yeast
P Zhou, X Gao, X Li, L Li, C Niu, Q Ouyang, H Lou, T Li, F Li
Physical Review X 11 (1), 011004, 2021
112021
Divergent resistance mechanisms to immunotherapy explain responses in different skin cancers
E Dollinger, D Bergman, P Zhou, SX Atwood, Q Nie
Cancers 12 (10), 2946, 2020
72020
exFINDER: identify external communication signals using single-cell transcriptomics data
C He, P Zhou, Q Nie
Nucleic acids research 51 (10), e58-e58, 2023
62023
DURIAN: an integrative deconvolution and imputation method for robust signaling analysis of single-cell transcriptomics data
M Karikomi, P Zhou, Q Nie
Briefings in bioinformatics 23 (4), bbac223, 2022
42022
On the mathematics of RNA velocity II: algorithmic aspects
T Li, Y Wang, G Yang, P Zhou
arXiv preprint arXiv:2306.05707, 2023
12023
Pre-neoplastic stromal cells drive BRCA1-mediated breast tumorigenesis
K Nee, D Ma, QH Nguyen, N Pervolarakis, J Insua-Rodríguez, M Pein, ...
bioRxiv, 2021.10. 20.465221, 2021
12021
Spatial transition tensor of single cells
P Zhou, F Bocci, T Li, Q Nie
Nature Methods, 1-10, 2024
2024
Decoding cell identity with multi-scale explainable deep learning
J Zhu, Z Zhang, Y Xiang, B Xie, X Dong, L Xie, P Zhou, R Yao, X Wang, ...
bioRxiv, 2024.02. 05.578922, 2024
2024
stVCR: Reconstructing spatio-temporal dynamics of cell development using optimal transport
Q Peng, P Zhou, T Li
bioRxiv, 2024.06. 02.596937, 2024
2024
Uncovering Minimal Pathways in Melanoma Initiation
H Xiao, J Shiu, CF Chen, J Wu, P Zhou, SS Telang, R Ruiz-Vega, Q Nie, ...
bioRxiv, 2023.12. 08.570336, 2023
2023
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