Multi-site, multi-domain airway tree modeling M Zhang, Y Wu, H Zhang, Y Qin, H Zheng, W Tang, C Arnold, C Pei, P Yu, ... Medical image analysis 90, 102957, 2023 | 51* | 2023 |
Break: Bronchi reconstruction by geodesic transformation and skeleton embedding W Yu, H Zheng, M Zhang, H Zhang, J Sun, J Yang 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 25 | 2022 |
Fda: Feature decomposition and aggregation for robust airway segmentation M Zhang, X Yu, H Zhang, H Zheng, W Yu, H Pan, X Cai, Y Gu Domain Adaptation and Representation Transfer, and Affordable Healthcare and …, 2021 | 21 | 2021 |
Trustworthy learning with (un) sure annotation for lung nodule diagnosis with CT H Zhang, L Chen, X Gu, M Zhang, Y Qin, F Yao, Z Wang, Y Gu, GZ Yang Medical Image Analysis 83, 102627, 2023 | 15 | 2023 |
Towards connectivity-aware pulmonary airway segmentation M Zhang, Y Gu IEEE Journal of Biomedical and Health Informatics, 2023 | 13* | 2023 |
Cfda: Collaborative feature disentanglement and augmentation for pulmonary airway tree modeling of covid-19 cts M Zhang, H Zhang, GZ Yang, Y Gu International conference on medical image computing and computer-assisted …, 2022 | 12 | 2022 |
LTSP: long-term slice propagation for accurate airway segmentation Y Wu, M Zhang, W Yu, H Zheng, J Xu, Y Gu International Journal of Computer Assisted Radiology and Surgery 17 (5), 857-865, 2022 | 12 | 2022 |
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge Y Nan, X Xing, S Wang, Z Tang, FN Felder, S Zhang, RE Ledda, X Ding, ... Medical Image Analysis 97, 103253, 2024 | 9 | 2024 |
Re-thinking and re-labeling LIDC-IDRI for robust pulmonary cancer prediction H Zhang, X Gu, M Zhang, W Yu, L Chen, Z Wang, F Yao, Y Gu, GZ Yang Workshop on Medical Image Learning with Limited and Noisy Data, 42-51, 2022 | 8 | 2022 |
Accurate airway tree segmentation in ct scans via anatomy-aware multi-class segmentation and topology-guided iterative learning P Wang, D Guo, D Zheng, M Zhang, H Yu, X Sun, J Ge, Y Gu, L Lu, X Ye, ... IEEE transactions on medical imaging, 2024 | 7 | 2024 |
Semantic difference guidance for the uncertain boundary segmentation of ct left atrial appendage X You, M Ding, M Zhang, Y Wu, Y Yu, Y Gu, J Yang International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 3 | 2023 |
Progressive attention module for segmentation of volumetric medical images M Zhang, H Pan, Y Zhu, Y Gu Medical Physics 49 (1), 295-308, 2022 | 3 | 2022 |
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion X You, M Ding, M Zhang, H Zhang, Y Yu, J Yang, Y Gu arXiv preprint arXiv:2312.08323, 2023 | 2 | 2023 |
Deep anatomy learning for lung airway and artery-vein modeling with contrast-enhanced CT synthesis H Zhang, M Zhang, Y Gu, GZ Yang International Journal of Computer Assisted Radiology and Surgery 18 (7 …, 2023 | 2 | 2023 |
Airway Labeling Meets Clinical Applications: Reflecting Topology Consistency and Outliers via Learnable Attentions C Li, M Zhang, C Zhang, Y Gu arXiv preprint arXiv:2410.23854, 2024 | 1 | 2024 |
ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction M Zhang, H Zheng, Y Huang, L Shao, Y Gu arXiv preprint arXiv:2312.06164, 2023 | 1* | 2023 |
A Digitalized Atlas for Pulmonary Airway M Zhang, C Li, H Zhang, Y Liu, Y Gu arXiv preprint arXiv:2412.11039, 2024 | | 2024 |
Topology-Aware Exploration of Circle of Willis for CTA and MRA: Segmentation, Detection, and Classification M Zhang, X You, H Zhang, Y Gu arXiv preprint arXiv:2410.15614, 2024 | | 2024 |
Implicit Representation Embraces Challenging Attributes of Pulmonary Airway Tree Structures M Zhang, H Zhang, X You, GZ Yang, Y Gu International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification R Dorent, R Khajavi, T Idris, E Ziegler, B Somarouthu, H Jacene, ... arXiv preprint arXiv:2408.10069, 2024 | | 2024 |