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2020 – today
- 2025
[j12]Zi-Kai Ren, Jun Feng, Lei Tian, Kai-Ni Wang, Jing-Yi Wang, Yuan-Chao Shu, Yi-Ran Hao, Ying Jie, Guang-Quan Zhou
:
A topological-aware automatic grading model corneal epithelial damage evaluation from full Corneal Fluorescence Staining images. Comput. Biol. Medicine 184: 109451 (2025)- [j11]Kai-Ni Wang, Haolin Wang, Guang-Quan Zhou, Yangang Wang, Ling Yang, Yang Chen, Shuo Li:
TSdetector: Temporal-Spatial self-correction collaborative learning for colonoscopy video detection. Medical Image Anal. 100: 103384 (2025) - [j10]Haolin Wang, Kai-Ni Wang, Jie Hua, Yi Tang, Yang Chen, Guang-Quan Zhou, Shuo Li:
Dynamic spectrum-driven hierarchical learning network for polyp segmentation. Medical Image Anal. 101: 103449 (2025) - [i8]Yi Tang, Kaini Wang, Yang Chen, Guangquan Zhou:
EndoAgent: A Memory-Guided Reflective Agent for Intelligent Endoscopic Vision-to-Decision Reasoning. CoRR abs/2508.07292 (2025) - 2024
- [j9]Le Li, Mingxia Zhang, Yuzhao Chen, Kaini Wang, Guangquan Zhou, Qinghua Huang:
TAGL: Temporal-Guided Adaptive Graph Learning Network for Coordinated Movement Classification. IEEE Trans. Ind. Informatics 20(11): 12554-12564 (2024) - [j8]Kai-Ni Wang, Shengxiao Li, Zhenyu Bu, Fuxing Zhao, Guang-Quan Zhou, Shoujun Zhou, Yang Chen:
SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation. IEEE J. Biomed. Health Informatics 28(5): 2854-2865 (2024) - [j7]Juzheng Miao, Siping Zhou, Guang-Quan Zhou, Kai-Ni Wang, Meng Yang, Shoujun Zhou, Yang Chen:
SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 43(4): 1347-1364 (2024) - [c5]Zhenyu Bu, Yang Liu, Jiayu Huo, Jingjing Peng, Kaini Wang, Guangquan Zhou, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin:
DDSB: An Unsupervised and Training-Free Method for Phase Detection in Echocardiography. MLMI@MICCAI (1) 2024: 42-51 - [c4]Xinchen Zhang, Ling Yang, Yaqi Cai, Zhaochen Yu, Kai-Ni Wang, Jiake Xie, Ye Tian, Minkai Xu, Yong Tang, Yujiu Yang, Bin Cui:
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models. NeurIPS 2024 - [i7]Zhenyu Bu, Yang Liu, Jiayu Huo, Jingjing Peng, Kaini Wang, Guangquan Zhou, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin:
DDSB: An Unsupervised and Training-free Method for Phase Detection in Echocardiography. CoRR abs/2403.12787 (2024) - [i6]Kaini Wang, Ling Yang, Siping Zhou, Guangquan Zhou, Wen-Bo Zhang, Bin Cui, Shuo Li:
Universal Medical Image Representation Learning with Compositional Decoders. CoRR abs/2409.19890 (2024) - [i5]Kaini Wang, Haolin Wang, Guang-Quan Zhou, Yangang Wang, Ling Yang, Yang Chen, Shuo Li:
TSdetector: Temporal-Spatial Self-correction Collaborative Learning for Colonoscopy Video Detection. CoRR abs/2409.19983 (2024) - [i4]Jun Ma, Feifei Li, Sumin Kim, Reza Asakereh, Bao-Hiep Le, Dang-Khoa Nguyen-Vu, Alexander Pfefferle, Muxin Wei, Ruochen Gao, Donghang Lyu, Songxiao Yang, Lennart Purucker, Zdravko Marinov, Marius Staring, Haisheng Lu, Thuy Thanh Dao, Xincheng Ye, Zhi Li, Gianluca Brugnara, Philipp Vollmuth, Martha Foltyn-Dumitru, Jaeyoung Cho, Mustafa A. Mahmutoglu, Martin Bendszus, Irada Pflüger, Aditya Rastogi, Dong Ni, Xin Yang, Guang-Quan Zhou, Kaini Wang, Nicholas Heller, Nikolaos Papanikolopoulos, Christopher Weight, Yubing Tong, Jayaram K. Udupa, Patrick J. Cahill, Yaqi Wang, Yifan Zhang, Francisco Contijoch, Elliot R. McVeigh, Xin Ye, Shucheng He, Robert Haase, Thomas Pinetz, Alexander Radbruch, Inga Krause, Erich Kobler, Jian He, Yucheng Tang, Haichun Yang, Yuankai Huo, Gongning Luo, Kaisar Kushibar, Jandos Amankulov, Dias Toleshbayev, Amangeldi Mukhamejan, Jan Egger, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Shohei Fujita, Tomohiro Kikuchi, Benedikt Wiestler, Jan S. Kirschke, Ezequiel de la Rosa, Federico Bolelli, Luca Lumetti, Costantino Grana, Kunpeng Xie, Guomin Wu, Behrus Puladi, Carlos Martín-Isla, Karim Lekadir, Víctor M. Campello, Wei Shao, Wayne Brisbane, Hongxu Jiang, Hao Wei, Wu Yuan, Shuangle Li, Yuyin Zhou, Bo Wang:
Efficient MedSAMs: Segment Anything in Medical Images on Laptop. CoRR abs/2412.16085 (2024) - 2023
- [j6]Guang-Quan Zhou, Fuxing Zhao, Qing-Han Yang, Kai-Ni Wang, Shengxiao Li, Shoujun Zhou, Jian Lu, Yang Chen:
TAGNet: A transformer-based axial guided network for bile duct segmentation. Biomed. Signal Process. Control. 86(Part B): 105244 (2023) - [j5]Guang-Quan Zhou, Hao Wei, Xiaoyi Wang, Kai-Ni Wang, Yuzhao Chen, Fei Xiong, Guanqing Ren, Chunying Liu, Le Li, Qinghua Huang:
BSMNet: Boundary-salience multi-branch network for intima-media identification in carotid ultrasound images. Comput. Biol. Medicine 162: 107092 (2023) - [j4]Kai-Ni Wang, Shuaishuai Zhuang, Qi-Yong Ran, Ping Zhou, Jie Hua, Guang-Quan Zhou, Xiaopu He:
DLGNet: A dual-branch lesion-aware network with the supervised Gaussian Mixture model for colon lesions classification in colonoscopy images. Medical Image Anal. 87: 102832 (2023) - [j3]Guang-Quan Zhou, Wen-Bo Zhang, Zhong-Qing Shi, Zhan-Ru Qi, Kai-Ni Wang, Hong Song, Jing Yao, Yang Chen:
DSANet: Dual-Branch Shape-Aware Network for Echocardiography Segmentation in Apical Views. IEEE J. Biomed. Health Informatics 27(10): 4804-4815 (2023) - [j2]Kaini Wang, Shuaishuai Zhuang, Juzheng Miao, Yang Chen, Jie Hua, Guang-Quan Zhou, Xiaopu He, Shuo Li:
Adaptive Frequency Learning Network With Anti-Aliasing Complex Convolutions for Colon Diseases Subtypes. IEEE J. Biomed. Health Informatics 27(10): 4816-4827 (2023) - [i3]Zhenyu Bu, Kai-Ni Wang, Fuxing Zhao, Shengxiao Li, Guang-Quan Zhou:
A Complementary Global and Local Knowledge Network for Ultrasound denoising with Fine-grained Refinement. CoRR abs/2310.03402 (2023) - 2022
- [j1]Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni:
AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images. Medical Image Anal. 77: 102362 (2022) - [c3]Zhenyu Bu, Kaini Wang, Guangquan Zhou:
CANet: Channel Extending and Axial Attention Catching Network for Multi-structure Kidney Segmentation. CuRIOUS/KiPA/MELA@MICCAI 2022: 27-35 - [c2]Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li:
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification. MICCAI (3) 2022: 78-87 - [c1]Siping Zhou, Kaini Wang, Guang-Quan Zhou:
Edge-Enhanced Feature Guided Joint Segmentation of Left Atrial and Scars in LGE MRI Images. LAScarQS@MICCAI 2022: 93-105 - [i2]Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni:
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images. CoRR abs/2201.05344 (2022) - [i1]Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li:
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification. CoRR abs/2207.01287 (2022)
Coauthor Index
aka: Guang-Quan Zhou
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