| White matter association tracts underlying language and theory of mind: An investigation of 809 brains from the Human Connectome Project LR Zekelman, F Zhang, N Makris, J He, Y Chen, T Xue, D Liera, DL Drane, ... Neuroimage 246, 118739, 2022 | 37 | 2022 |
| Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across … T Xue, F Zhang, C Zhang, Y Chen, Y Song, AJ Golby, N Makris, Y Rathi, ... Medical image analysis 85, 102759, 2023 | 25 | 2023 |
| Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning T Xue, F Zhang, C Zhang, Y Chen, Y Song, N Makris, Y Rathi, W Cai, ... The 19th IEEE International Symposium on Biomedical Imaging (ISBI 2022), 1-5, 2022 | 21 | 2022 |
| One-shot learning-based animal video segmentation T Xue, Y Qiao, H Kong, D Su, S Pan, K Rafique, S Sukkarieh IEEE Transactions on Industrial Informatics 18 (6), 3799-3807, 2021 | 20 | 2021 |
| Deep fiber clustering: anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation Y Chen, C Zhang, T Xue, Y Song, N Makris, Y Rathi, W Cai, F Zhang, ... NeuroImage 273, 120086, 2023 | 14* | 2023 |
| White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning Y Chen, F Zhang, C Zhang, T Xue, LR Zekelman, J He, Y Song, N Makris, ... Medical Image Computing and Computer Assisted Intervention (MICCAI 2022 …, 2022 | 13 | 2022 |
| TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers F Zhang, T Xue, W Cai, Y Rathi, CF Westin, LJ O'Donnell Medical Image Computing and Computer Assisted Intervention (MICCAI 2022 …, 2022 | 9 | 2022 |
| TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography T Xue, F Zhang, LR Zekelman, C Zhang, Y Chen, S Cetin-Karayumak, ... Frontiers in Neuroscience 18, 1411797, 2024 | 5 | 2024 |
| TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography Y Chen, F Zhang, LR Zekelman, T Xue, C Zhang, Y Song, N Makris, ... The 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), 2023 | 5 | 2023 |
| One-shot learning with pseudo-labeling for cattle video segmentation in smart livestock farming Y Qiao, T Xue, H Kong, C Clark, S Lomax, K Rafique, S Sukkarieh Animals 12 (5), 558, 2022 | 5 | 2022 |
| White matter association tracts underlying language and theory of mind: An investigation of 809 brains from the Human Connectome Project. NeuroImage, 246, Article 118739 LR Zekelman, F Zhang, N Makris, J He, Y Chen, T Xue, D Liera, DL Drane, ... | 5 | 2021 |
| A Registration-and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated Subject H Xu, T Xue, D Liu, F Zhang, CF Westin, R Kikinis, LJ O'Donnell, W Cai The 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), 2023 | 4 | 2023 |
| TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance Y Chen, LR Zekelman, C Zhang, T Xue, Y Song, N Makris, Y Rathi, ... Medical Image Analysis 94, 103120, 2024 | 3 | 2024 |
| TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation T Xue, Y Chen, C Zhang, AJ Golby, N Makris, Y Rathi, W Cai, F Zhang, ... Medical Image Computing and Computer Assisted Intervention (MICCAI 2023 …, 2023 | 3 | 2023 |
| DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography S Li, J He, T Xue, G Xie, S Yao, Y Chen, EF Torio, Y Feng, DCA Bastos, ... The 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), 2022 | 3 | 2022 |
| GeoLab: Geometry-based Tractography Parcellation of Superficial White Matter N Vindas, NL Avila, F Zhang, T Xue, LJ O'Donnell, JF Mangin The 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), 2023 | 2 | 2023 |
| A Deep Network for Explainable Prediction of Non-imaging Phenotypes Using Anatomical Multi-view Data Y Wei, Y Chen, T Xue, L Zekelman, N Makris, Y Rathi, W Cai, F Zhang, ... Medical Image Computing and Computer Assisted Intervention (MICCAI 2023 …, 2023 | 1 | 2023 |
| Enhancing Robustness to Noise Corruption for Point Cloud Model via Spatial Sorting and Set-Mixing Aggregation Module D Zhang, J Yu, T Xue, C Zhang, D Liu, W Cai arXiv preprint arXiv:2407.10806, 2024 | | 2024 |
| NinjaLLM: Fast, Scalable and Cost-effective RAG using Amazon SageMaker and AWS Trainium and Inferentia2 T Xue, X Li, R Smirnov, T Azim, A Sadrieh, B Pahlavan arXiv preprint arXiv:2407.12057, 2024 | | 2024 |
| TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography Y Chen, F Zhang, M Wang, LR Zekelman, S Cetin-Karayumak, T Xue, ... arXiv preprint arXiv:2407.08883, 2024 | | 2024 |
