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Jian Huang
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Sasan: Spectrum-axial spatial approach networks for medical image segmentation
X Huang, J Huang, K Zhao, T Zhang, Z Li, C Yue, W Chen, R Wang, ...
IEEE Transactions on Medical Imaging 43 (8), 3044-3056, 2024
152024
LiGu-LVM: Linguistic-guided generative large vision model for IoMT clinical ocular disease screening via morphology dissection
X Huang, T Zhang, J Huang, Y Guo, G Huang, H Yang, Z Zheng, L Zhao, ...
IEEE Internet of Things Journal, 2024
52024
Multidimensional Directionality-Enhanced Segmentation via large vision model
X Huang, C Yue, Y Guo, J Huang, Z Jiang, M Wang, Z Xu, G Zhang, J Liu, ...
Medical Image Analysis 101, 103395, 2025
42025
Upping the game: How 2D U-net skip connections flip 3D segmentation
X Huang, J Huang, T Zhang, HE HONG, S Jiang, Y Sun
Advances in Neural Information Processing Systems 37, 87282-87309, 2024
32024
Scale-Adaptive viable tumor burden estimation via histopathological microscopy image segmentation
Y Sun, Z Xu, Y Guo, J Huang, G Huang, T Huang, L Zhao, S Jiang, ...
Computers in Biology and Medicine 189, 109915, 2025
22025
DEFN: Dual-encoder Fourier group harmonics network for three-dimensional macular hole reconstruction with stochastic retinal defect augmentation and dynamic weight composition
X Huang, Y Guo, J Huang, Z Li, T Zhang, K Cai, G Huang, W Chen, Z Xu, ...
CoRR, 2023
22023
Multi-aspect fusion in foundational large vision model for visible light medical imaging segmentation
X Huang, T Zhang, Z Xu, J Huang, H Huang, H Yang, B Zou, S Ding, ...
Information Fusion, 103385, 2025
12025
Volumetric axial disentanglement enabling advancing in medical image segmentation
X Huang, J Huang, Y Guo, T Zhang, Z Huang, Y Wang, R Tang, G Cheng, ...
Proceedings of the Thirty-Fourth International Joint Conference on …, 2025
2025
DEFN: Dual-Encoder Fourier Group Harmonics Network for three-dimensional indistinct-boundary object segmentation
X Jiang, Y Guo, J Huang, Y Wu, M Luo, Z Xu, Q Zhang, X Huang, H He, ...
Expert Systems with Applications 281, 127577, 2025
2025
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Articles 1–9