Guang-Quan Zhou

28 papers Journal 25Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CHAP: Channel-spatial hierarchical adversarial perturbation for semi-supervised medical image segmentation.
Medical Image Anal.
Siping Zhou, Zhi-Fang Gong, Kai-Ni Wang, Ping Zhou, Yang Chen, Guang-Quan Zhou
2026 J jnl
Edge-Aware Diffusion Segmentation Model With Hessian Priors for Automated Diaphragm Thickness Measurement in Ultrasound Imaging.
IEEE J. Biomed. Health Informatics
Chenlong Miao, Yikang He, Baike Shi, Zhongkai Bian, Wenxue Yu, Yang Chen, Guang-Quan Zhou
2026 J jnl
Multisource space-frequency joint learning: A novel paradigm for ultrasound image quality assessment.
Eng. Appl. Artif. Intell.
Tuo Liu, Xuan Zhang, Yingying Chen, Xuejuan Wang, Yang Chen, Rongjun Ge, Faqin Lv, Guang-Quan Zhou
2026 J jnl
Prior-guided Hierarchical Instance-pixel Contrastive Learning for Ultrasound Speckle Noise Suppression.
CoRR
Zhenyu Bu, Yuanxin Xie, Guang-Quan Zhou
2025 J jnl
A novel methodology for measuring global diaphragm thickness by ultrasonography in patients with critical illness: an exploratory pilot study.
BMC Medical Imaging
Chen-Liang Sun, Si-Ping Zhou, Li-Sha Hou, Meng-Jie Zhan, Yi-Ping Wang, Hong-Sheng Zhao, Feng-Mei Guo, Guang-Quan Zhou
2025 J jnl
A topological-aware automatic grading model corneal epithelial damage evaluation from full Corneal Fluorescence Staining images.
Comput. Biol. Medicine
Zi-Kai Ren, Jun Feng, Lei Tian, Kai-Ni Wang, Jing-Yi Wang, Yuan-Chao Shu, Yi-Ran Hao, Ying Jie, Guang-Quan Zhou
2025 — conf
COVID-19 Severity Prediction from Lung Ultrasound via Dynamic Gated Multi-instance Learning.
ASMUS@MICCAI
Chen Lin, Guang-Quan Zhou, Wufeng Xue, Dong Ni
2025 J jnl
Dynamic spectrum-driven hierarchical learning network for polyp segmentation.
Medical Image Anal.
Haolin Wang, Kai-Ni Wang, Jie Hua, Yi Tang, Yang Chen, Guang-Quan Zhou, Shuo Li
2025 J jnl
Frequency-Phase Guided Attention Complex-Valued Network for Ultrasound Image Segmentation.
IEEE J. Biomed. Health Informatics
Wen-Bo Zhang, Ping Zhou, Yang Chen, Guang-Quan Zhou
2025 J jnl
TSdetector: Temporal-Spatial self-correction collaborative learning for colonoscopy video detection.
Medical Image Anal.
Kai-Ni Wang, Haolin Wang, Guang-Quan Zhou, Yangang Wang, Ling Yang, Yang Chen, Shuo Li
2024 J jnl
Efficient MedSAMs: Segment Anything in Medical Images on Laptop.
CoRR
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 J. 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
2024 J jnl
Minimum Variance Optimizations With Different Covariance Matrices in Plane-Wave Ultrasound Imaging.
IEEE Trans. Instrum. Meas.
Su-Lan Pu, Hao Guo, Hui-Wen Xie, Chuan Chen, Ping Zhou, Guang-Quan Zhou
2024 J jnl
SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation.
IEEE J. Biomed. Health Informatics
Kai-Ni Wang, Shengxiao Li, Zhenyu Bu, Fuxing Zhao, Guang-Quan Zhou, Shoujun Zhou, Yang Chen
2024 J jnl
SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Juzheng Miao, Siping Zhou, Guang-Quan Zhou, Kai-Ni Wang, Meng Yang, Shoujun Zhou, Yang Chen
2024 J jnl
TSdetector: Temporal-Spatial Self-correction Collaborative Learning for Colonoscopy Video Detection.
CoRR
Kaini Wang, Haolin Wang, Guang-Quan Zhou, Yangang Wang, Ling Yang, Yang Chen, Shuo Li
2023 J jnl
A Complementary Global and Local Knowledge Network for Ultrasound denoising with Fine-grained Refinement.
CoRR
Zhenyu Bu, Kai-Ni Wang, Fuxing Zhao, Shengxiao Li, Guang-Quan Zhou
2023 J jnl
Adaptive Frequency Learning Network With Anti-Aliasing Complex Convolutions for Colon Diseases Subtypes.
IEEE J. Biomed. Health Informatics
Kaini Wang, Shuaishuai Zhuang, Juzheng Miao, Yang Chen, Jie Hua, Guang-Quan Zhou, Xiaopu He, Shuo Li
2023 J jnl
BSMNet: Boundary-salience multi-branch network for intima-media identification in carotid ultrasound images.
Comput. Biol. Medicine
Guang-Quan Zhou, Hao Wei, Xiaoyi Wang, Kai-Ni Wang, Yuzhao Chen, Fei Xiong, Guanqing Ren, Chunying Liu, Le Li, Qinghua Huang
2023 J jnl
DLGNet: A dual-branch lesion-aware network with the supervised Gaussian Mixture model for colon lesions classification in colonoscopy images.
Medical Image Anal.
Kai-Ni Wang, Shuaishuai Zhuang, Qi-Yong Ran, Ping Zhou, Jie Hua, Guang-Quan Zhou, Xiaopu He
2023 J jnl
DSANet: Dual-Branch Shape-Aware Network for Echocardiography Segmentation in Apical Views.
IEEE J. Biomed. Health Informatics
Guang-Quan Zhou, Wen-Bo Zhang, Zhong-Qing Shi, Zhan-Ru Qi, Kai-Ni Wang, Hong Song, Jing Yao, Yang Chen
2023 J jnl
TAGNet: A transformer-based axial guided network for bile duct segmentation.
Biomed. Signal Process. Control.
Guang-Quan Zhou, Fuxing Zhao, Qing-Han Yang, Kai-Ni Wang, Shengxiao Li, Shoujun Zhou, Jian Lu, Yang Chen
2022 J jnl
3D Face Parsing via Surface Parameterization and 2D Semantic Segmentation Network.
CoRR
Wenyuan Sun, Ping Zhou, Yangang Wang, Zongpu Yu, Jing Jin, Guang-Quan Zhou
2022 J jnl
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images.
CoRR
Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni
2022 J jnl
AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images.
Medical Image Anal.
Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni
2022 — conf
Edge-Enhanced Feature Guided Joint Segmentation of Left Atrial and Scars in LGE MRI Images.
LAScarQS@MICCAI
Siping Zhou, Kaini Wang, Guang-Quan Zhou
2022 — conf
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification.
MICCAI (3)
Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li
2022 J jnl
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification.
CoRR
Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li
2014 J jnl
Reconstruction of the biomechanical transfer path of femoral head necrosis: A subject-specific finite element investigation.
Comput. Biol. Medicine
Guang-Quan Zhou, Zhi-Hui Pang, Qin-Qun Chen, Wei He, Zhen-Qiu Chen, Lei-Lei Chen, Zi-Qi Li