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Jianzhu Ma
Jianzhu Ma
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
Protein secondary structure prediction using deep convolutional neural fields
S Wang, J Peng, J Ma, J Xu
Scientific reports 6 (1), 1-11, 2016
5252016
Using deep learning to model the hierarchical structure and function of a cell
J Ma, MK Yu, S Fong, K Ono, E Sage, B Demchak, R Sharan, T Ideker
Nature methods 15 (4), 290-298, 2018
2632018
RaptorX server: a resource for template-based protein structure modeling
M Källberg, G Margaryan, S Wang, J Ma, J Xu
Protein structure prediction, 17-27, 2014
2442014
Protein structure alignment beyond spatial proximity
S Wang, J Ma, J Peng, J Xu
Scientific reports 3 (1), 1-7, 2013
1702013
Protein threading using context-specific alignment potential
J Ma, S Wang, F Zhao, J Xu
Bioinformatics 29 (13), i257-i265, 2013
1592013
Visible machine learning for biomedicine
KY Michael, J Ma, J Fisher, JF Kreisberg, BJ Raphael, T Ideker
Cell 173 (7), 1562-1565, 2018
1192018
Protein contact prediction by integrating joint evolutionary coupling analysis and supervised learning
J Ma, S Wang, Z Wang, J Xu
Bioinformatics 31 (21), 3506-3513, 2015
1142015
Predicting drug response and synergy using a deep learning model of human cancer cells
BM Kuenzi, J Park, SH Fong, KS Sanchez, J Lee, JF Kreisberg, J Ma, ...
Cancer cell 38 (5), 672-684. e6, 2020
1032020
A conditional neural fields model for protein threading
J Ma, J Peng, S Wang, J Xu
Bioinformatics 28 (12), i59-i66, 2012
942012
AUCpreD: proteome-level protein disorder prediction by AUC-maximized deep convolutional neural fields
S Wang, J Ma, J Xu
Bioinformatics 32 (17), i672-i679, 2016
892016
MRFalign: protein homology detection through alignment of Markov random fields
J Ma, S Wang, Z Wang, J Xu
PLoS computational biology 10 (3), e1003500, 2014
742014
DeepCNF-D: predicting protein order/disorder regions by weighted deep convolutional neural fields
S Wang, S Weng, J Ma, Q Tang
International journal of molecular sciences 16 (8), 17315-17330, 2015
692015
SARS-CoV-2 exacerbates proinflammatory responses in myeloid cells through C-type lectin receptors and Tweety family member 2
Q Lu, J Liu, S Zhao, MFG Castro, M Laurent-Rolle, J Dong, X Ran, ...
Immunity 54 (6), 1304-1319. e9, 2021
652021
Robust single-cell Hi-C clustering by convolution-and random-walk–based imputation
J Zhou, J Ma, Y Chen, C Cheng, B Bao, J Peng, TJ Sejnowski, JR Dixon, ...
Proceedings of the National Academy of Sciences 116 (28), 14011-14018, 2019
642019
Quantitative translation of dog-to-human aging by conserved remodeling of the DNA methylome
T Wang, J Ma, AN Hogan, S Fong, K Licon, B Tsui, JF Kreisberg, ...
Cell systems 11 (2), 176-185. e6, 2020
59*2020
When causal inference meets deep learning
Y Luo, J Peng, J Ma
Nature Machine Intelligence 2 (8), 426-427, 2020
482020
ModuleAlign: module-based global alignment of protein–protein interaction networks
S Hashemifar, J Ma, H Naveed, S Canzar, J Xu
Bioinformatics 32 (17), i658-i664, 2016
462016
Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients
J Ma, SH Fong, Y Luo, CJ Bakkenist, JP Shen, S Mourragui, LFA Wessels, ...
Nature Cancer 2 (2), 233-244, 2021
442021
Algorithms, applications, and challenges of protein structure alignment
J Ma, S Wang
Advances in Protein Chemistry and Structural Biology 94, 121-175, 2014
422014
Classifying tumors by supervised network propagation
W Zhang, J Ma, T Ideker
Bioinformatics 34 (13), i484-i493, 2018
322018
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