| 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 | 71 | 2019 |
| 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 | 68 | 2020 |
| 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 | 54 | 2018 |
| 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 | 54 | 2018 |
| 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 | 42* | 2023 |
| 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 | 39 | 2022 |
| 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 | 35 | 2019 |
| 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 | 29 | 2019 |
| 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 | 21 | 2020 |
| 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 | 20 | 2021 |
| 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 | 20 | 2021 |
| Nanoscale details of mitochondrial constriction revealed by cryoelectron tomography SK Mageswaran, DA Grotjahn, X Zeng, BA Barad, M Medina, MH Hoang, ... Biophysical Journal 122 (18), 3768-3782, 2023 | 18* | 2023 |
| 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 | 17 | 2019 |
| 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 | 15 | 2018 |
| 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 | 13 | 2018 |
| 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 | 13 | 2018 |
| 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 | 12 | 2021 |
| Template-based and template-free approaches in cellular cryo-electron tomography structural pattern mining X Wu, X Zeng, Z Zhu, X Gao, M Xu Codon Publications, 2019 | 12 | 2019 |
| Aitom: Open-source ai platform for cryo-electron tomography data analysis X Zeng, M Xu arXiv preprint arXiv:1911.03044, 2019 | 12 | 2019 |
| 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 | 12 | 2019 |
Min XuCarnegie Mellon UniversityVerified email at cs.cmu.edu