| DUAL: deep unsupervised simultaneous simulation and denoising for cryo-electron tomography X Zeng, Y Ding, Y Zhang, M Uddin, A Dabouei, M Xu bioRxiv, 2024.03. 02.583135, 2024 | | 2024 |
| 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 | 13* | 2023 |
| 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 | 17* | 2023 |
| Transcriptomic congruence analysis for evaluating model organisms W Zong, T Rahman, L Zhu, X Zeng, Y Zhang, J Zou, S Liu, Z Ren, JJ Li, ... Proceedings of the National Academy of Sciences 120 (6), e2202584120, 2023 | 3 | 2023 |
| Segmentation of supragranular and infragranular layers in ultra-high resolution 7T ex vivo MRI of the human cerebral cortex X Zeng, O Puonti, A Sayeed, R Herisse, J Mora, K Evancic, D Varadarajan, ... bioRxiv, 2023.12. 06.570416, 2023 | | 2023 |
| Unsupervised multi-task learning for 3D subtomogram image alignment, Clustering and Segmentation H Zhu, C Wang, Y Wang, Z Fan, MR Uddin, X Gao, J Zhang, X Zeng, M Xu 2022 IEEE International Conference on Image Processing (ICIP), 2751-2755, 2022 | 1 | 2022 |
| Deep Active Learning for Cryo-Electron Tomography Classification T Wang, B Li, J Zhang, X Zeng, MR Uddin, W Wu, M Xu 2022 IEEE International Conference on Image Processing (ICIP), 1611-1615, 2022 | 1 | 2022 |
| Self-supervised learning for macromolecular structure classification based on cryo-electron tomograms T Gupta, X He, MR Uddin, X Zeng, A Zhou, J Zhang, Z Freyberg, M Xu Frontiers in Physiology 13, 957484, 2022 | 1 | 2022 |
| Structure detection in three-dimensional cellular cryoelectron tomograms by reconstructing two-dimensional annotated tilt series X Zeng, Z Lin, MR Uddin, B Zhou, C Cheng, J Zhang, Z Freyberg, M Xu Journal of Computational Biology 29 (8), 932-941, 2022 | 2 | 2022 |
| FSCC: Few-shot learning for macromolecule classification based on contrastive learning and distribution calibration in cryo-electron tomography S Gao, X Zeng, M Xu, F Zhang Frontiers in Molecular Biosciences 9, 931949, 2022 | 2 | 2022 |
| 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 | 20 | 2022 |
| Simultaneous estimation of cluster number and feature sparsity in high-dimensional cluster analysis Y Li, X Zeng, CW Lin, GC Tseng Biometrics 78 (2), 574-585, 2022 | 4 | 2022 |
| CryoETGAN: Cryo-Electron Tomography Image Synthesis via Unpaired Image Translation X Wu, C Li, X Zeng, H Wei, HW Deng, J Zhang, M Xu Frontiers in Physiology 13, 760404, 2022 | 3 | 2022 |
| Cryo-shift: reducing domain shift in cryo-electron subtomograms with unsupervised domain adaptation and randomization H Bandyopadhyay, Z Deng, L Ding, S Liu, MR Uddin, X Zeng, S Behpour, ... Bioinformatics 38 (4), 977-984, 2022 | 2 | 2022 |
| Harmony: a generic unsupervised approach for disentangling semantic content from parameterized transformations MR Uddin, G Howe, X Zeng, M Xu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 4 | 2022 |
| Practical analysis of macromolecule identity from cryo-electron tomography images using deep learning MR Uddin, AY Ahmed, K Khan, MS Fatemi, X Zeng, M Xu 2021 IEEE applied imagery pattern recognition workshop (AIPR), 1-9, 2021 | 1 | 2021 |
| Unsupervised Domain Alignment Based Open Set Structural Recognition of Macromolecules Captured By Cryo-Electron Tomography Y Zeng, G Howe, K Yi, X Zeng, J Zhang, YW Chang, M Xu 2021 IEEE International Conference on Image Processing (ICIP), 106-110, 2021 | 2 | 2021 |
| 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 | 9 | 2021 |
| Automatic analysis of cryo-electron tomography using computer vision and machine learning M Xu Microscopy and Microanalysis 27 (S1), 80-81, 2021 | | 2021 |
| Disentangling semantic features of macromolecules in cryo-electron tomography K Yi, J Pang, Y Zhang, X Zeng, M Xu arXiv preprint arXiv:2106.14192, 2021 | 1 | 2021 |
Min XuCarnegie Mellon UniversityVerified email at cs.cmu.edu
