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Xiangrui (Taylor) Zeng
Xiangrui (Taylor) Zeng
Postdoctoral research fellow, Harvard Medical School
Verified email at mgh.harvard.edu
Title
Cited by
Cited by
Year
Improved deep learning-based macromolecules structure classification from electron cryo-tomograms
C Che, R Lin, X Zeng, K Elmaaroufi, J Galeotti, M Xu
Machine vision and applications 29, 1227-1236, 2018
502018
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation
X Zeng, MR Leung, T Zeev-Ben-Mordehai, M Xu
Journal of structural biology 202 (2), 150-160, 2018
502018
SHREC 2020: Classification in cryo-electron tomograms
I Gubins, ML Chaillet, G van Der Schot, RC Veltkamp, F Förster, Y Hao, ...
Computers & Graphics 91, 279-289, 2020
472020
Automatic localization and identification of mitochondria in cellular electron cryo-tomography using faster-RCNN
R Li, X Zeng, SE Sigmund, R Lin, B Zhou, C Liu, K Wang, R Jiang, ...
BMC bioinformatics 20, 75-85, 2019
312019
MetaOmics: analysis pipeline and browser-based software suite for transcriptomic meta-analysis
T Ma, Z Huo, A Kuo, L Zhu, Z Fang, X Zeng, CW Lin, S Liu, L Wang, P Liu, ...
Bioinformatics 35 (9), 1597-1599, 2019
282019
Boosting active learning via improving test performance
T Wang, X Li, P Yang, G Hu, X Zeng, S Huang, CZ Xu, M Xu
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8566-8574, 2022
192022
Gum-net: Unsupervised geometric matching for fast and accurate 3d subtomogram image alignment and averaging
X Zeng, M Xu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
172020
Adversarial domain adaptation for cross data source macromolecule in situ structural classification in cellular electron cryo-tomograms
R Lin, X Zeng, K Kitani, M Xu
Bioinformatics 35 (14), i260-i268, 2019
172019
High-throughput cryo-ET structural pattern mining by unsupervised deep iterative subtomogram clustering
X Zeng, A Kahng, L Xue, J Mahamid, YW Chang, M Xu
Proceedings of the National Academy of Sciences 120 (15), e2213149120, 2023
15*2023
Deep learning-based strategy for macromolecules classification with imbalanced data from cellular electron cryotomography
Z Luo, X Zeng, Z Bao, M Xu
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
152019
Deep learning based supervised semantic segmentation of electron cryo-subtomograms
C Liu, X Zeng, R Lin, X Liang, Z Freyberg, E Xing, M Xu
2018 25th IEEE International Conference on Image Processing (ICIP), 1578-1582, 2018
152018
Multi-task learning for macromolecule classification, segmentation and coarse structural recovery in cryo-tomography
C Liu, X Zeng, K Wang, Q Guo, M Xu
British Machine Vision Conference, 2018
132018
An integration of fast alignment and maximum-likelihood methods for electron subtomogram averaging and classification
Y Zhao, X Zeng, Q Guo, M Xu
Bioinformatics, 2018
122018
Weakly supervised 3d semantic segmentation using cross-image consensus and inter-voxel affinity relations
X Zhu, J Chen, X Zeng, J Liang, C Li, S Liu, S Behpour, M Xu
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
112021
Aitom: Open-source ai platform for cryo-electron tomography data analysis
X Zeng, M Xu
arXiv preprint arXiv:1911.03044, 2019
112019
A joint method for marker-free alignment of tilt series in electron tomography
R Han, Z Bao, X Zeng, T Niu, F Zhang, M Xu, X Gao
Bioinformatics 35 (14), i249-i259, 2019
112019
One-shot learning with attention-guided segmentation in cryo-electron tomography
B Zhou, H Yu, X Zeng, X Yang, J Zhang, M Xu
Frontiers in Molecular Biosciences 7, 613347, 2021
102021
Model compression for faster structural separation of macromolecules captured by cellular electron cryo-tomography
J Guo, B Zhou, X Zeng, Z Freyberg, M Xu
Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018
102018
Active learning to classify macromolecular structures in situ for less supervision in cryo-electron tomography
X Du, H Wang, Z Zhu, X Zeng, YW Chang, J Zhang, E Xing, M Xu
Bioinformatics 37 (16), 2340-2346, 2021
92021
Fine-grained alignment of cryo-electron subtomograms based on mpi parallel optimization
Y Lü, X Zeng, X Zhao, S Li, H Li, X Gao, M Xu
BMC bioinformatics 20, 1-13, 2019
92019
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