Yi Guo

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 48

Top Topics

Convolutional Neural Network

Tumor Segmentation

Sparse Representation

Top Venues

Medical Image Anal.

IEEE J. Biomed. Health Informatics

Biomed. Signal Process. Control.

Publications

Junhu Fu, Yun Gao, Pinghong Zhou, Yi Huang, Jing Jiao, Shengli Lin, Yuanyuan Wang, Yi Guo
D2polyp-Net: A cross-modal space-guided network for real-time colorectal polyp detection and diagnosis. Biomed. Signal Process. Control. 91 (2024)
Chengkang Li, Yishen Mao, Shuyu Liang, Ji Li, Yuanyuan Wang, Yi Guo
Deep causal learning for pancreatic cancer segmentation in CT sequences. Neural Networks 175 (2024)
Peng Huang, Xue Gao, Lihong Huang, Jing Jiao, Xiaokang Li, Yuanyuan Wang, Yi Guo
Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation. CoRR (2024)
Lihong Huang, Jin Zhou, Jing Jiao, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo
Standardization of ultrasound images across various centers: M2O-DiffGAN bridging the gaps among unpaired multi-domain ultrasound images. Medical Image Anal. 95 (2024)
Zhenguo Sang, Chengkang Li, Ye Xu, Yuanyuan Wang, Hongtu Zheng, Yi Guo
FCTformer: Fusing Convolutional Operations and Transformer for 3D Rectal Tumor Segmentation in MR Images. IEEE Access 12 (2024)
Peng Huang, Jia Hua, Xiaochuan Geng, Jianrong Xu, Shiteng Suo, Yan Zhou, Yuanyuan Wang, Yi Guo
CalAttnMix: An instance-attention based data augmentation method for calcification detection in mammograms. Biomed. Signal Process. Control. 90 (2024)
Jing Jiao, Jin Zhou, Xiaokang Li, Menghua Xia, Yi Huang, Lihong Huang, Na Wang, Xiaofan Zhang, Shichong Zhou, Yuanyuan Wang, Yi Guo
USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis. Medical Image Anal. 96 (2024)
Zhizhou Li, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo
A weakly supervised deep active contour model for nodule segmentation in thyroid ultrasound images. Pattern Recognit. Lett. 165 (2023)
Jing Jiao, Hongshuang Sun, Yi Huang, Menghua Xia, Mengyun Qiao, Yunyun Ren, Yuanyuan Wang, Yi Guo
GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data. IEEE Trans. Medical Imaging 42 (11) (2023)
Peng Wang, Yi Guo, Yuanyuan Wang
Few-shot multi-modal registration with mono-modal knowledge transfer. Biomed. Signal Process. Control. 85 (2023)
Peng Wang, Yunqi Yan, Lijun Qian, Shiteng Suo, Jianrong Xu, Yi Guo, Yuanyuan Wang
Context-driven pyramid registration network for estimating large topology-preserved deformation. Neurocomputing 521 (2023)
Xiaokang Li, Menghua Xia, Jing Jiao, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo
HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation. Medical Image Anal. 88 (2023)
Menghua Xia, Hongbo Yang, Yanan Qu, Yi Guo, Guohui Zhou, Feng Zhang, Yuanyuan Wang
Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis. Medical Image Anal. 82 (2022)
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data. CoRR (2022)
Menghua Xia, Hongbo Yang, Yi Huang, Yanan Qu, Yi Guo, Guohui Zhou, Feng Zhang, Yuanyuan Wang
AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data. STACOM@MICCAI (2022)
Mengyun Qiao, Chencheng Liu, Zeju Li, Jin Zhou, Qin Xiao, Shichong Zhou, Cai Chang, Yajia Gu, Yi Guo, Yuanyuan Wang
Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Jing Jiao, Yanran Du, Xiaokang Li, Yi Guo, Yunyun Ren, Yuanyuan Wang
Prenatal prediction of neonatal respiratory morbidity: a radiomics method based on imbalanced few-shot fetal lung ultrasound images. BMC Medical Imaging 22 (1) (2022)
Lihong Huang, Zixia Zhou, Yi Guo, Yuanyuan Wang
A stability-enhanced CycleGAN for effective domain transformation of unpaired ultrasound images. Biomed. Signal Process. Control. 77 (2022)
Ruoyun Liu, Shichong Zhou, Yi Guo, Yuanyuan Wang, Cai Chang
U2F-GAN: Weakly Supervised Super-pixel Segmentation in Thyroid Ultrasound Images. Cogn. Comput. 13 (5) (2021)
Zixia Zhou, Yi Guo, Yuanyuan Wang
Ultrasound deep beamforming using a multiconstrained hybrid generative adversarial network. Medical Image Anal. 71 (2021)
Menyun Qiao, Zhou Fang, Yi Guo, Shichong Zhou, Cai Chang, Yuanyuan Wang
Breast calcification detection based on multichannel radiofrequency signals via a unified deep learning framework. Expert Syst. Appl. 168 (2021)
Mengyun Qiao, Shiteng Suo, Fang Cheng, Jia Hua, Dan Xue, Yi Guo, Jianrong Xu, Yuanyuan Wang
Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network. Comput. Medical Imaging Graph. 90 (2021)
Zixia Zhou, Yi Guo, Yuanyuan Wang
Handheld Ultrasound Video High-Quality Reconstruction Using a Low-Rank Representation Multipathway Generative Adversarial Network. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Zixia Zhou, Yuanyuan Wang, Yi Guo, Yanxing Qi, Jinhua Yu
Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network. IEEE Trans. Biomed. Eng. 67 (1) (2020)
Xinyi Li, Yi Guo, Fei Jiang, Leiming Xu, Feng Shen, Zhendong Jin, Yuanyuan Wang
Multi-Task Refined Boundary-Supervision U-Net (MRBSU-Net) for Gastrointestinal Stromal Tumor Segmentation in Endoscopic Ultrasound (EUS) Images. IEEE Access 8 (2020)
Menghua Xia, Wenjun Yan, Yi Huang, Yi Guo, Guohui Zhou, Yuanyuan Wang
Extracting Membrane Borders in IVUS Images Using a Multi-Scale Feature Aggregated U-Net. EMBC (2020)
Zixia Zhou, Yuanyuan Wang, Yi Guo, Xinming Jiang, Yanxing Qi
Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial Network. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Ruoyun Liu, Shichong Zhou, Yi Guo, Yuanyuan Wang, Cai Chang
Nodule Localization in Thyroid Ultrasound Images with a Joint-Training Convolutional Neural Network. J. Digit. Imaging 33 (5) (2020)
Mengyun Qiao, Chengkang Li, Shiteng Suo, Fang Cheng, Jia Hua, Dan Xue, Yi Guo, Jianrong Xu, Yuanyuan Wang
Breast DCE-MRI radiomics: a robust computer-aided system based on reproducible BI-RADS features across the influence of datasets bias and segmentation methods. Int. J. Comput. Assist. Radiol. Surg. 15 (6) (2020)
Yi Huang, Wenjun Yan, Menghua Xia, Yi Guo, Guohui Zhou, Yuanyuan Wang
Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy. Comput. Methods Programs Biomed. 189 (2020)
Yuan Gao, Jiawei Pan, Yi Guo, Jinhua Yu, Jun Zhang, Daoying Geng, Yuanyuan Wang
Optimised MRI intensity standardisation based on multi-dimensional sub-regional point cloud registration. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7 (5-6) (2019)
Yanxing Qi, Yuanyuan Wang, Jinhua Yu, Yi Guo
Eigenspace-Based Minimum Variance Beamformer for Short-Lag Spatial Coherence Medical Ultrasound Imaging. J. Medical Imaging Health Informatics 9 (9) (2019)
Zhou Fang, Mengyun Qiao, Yi Guo, Yuanyuan Wang, Jiawei Li, Shichong Zhou, Cai Chang
Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images. J. Medical Imaging Health Informatics 9 (7) (2019)
Menghua Xia, Wenjun Yan, Yi Huang, Yi Guo, Guohui Zhou, Yuanyuan Wang
IVUS images segmentation using spatial fuzzy clustering and hierarchical level set evolution. Comput. Biol. Medicine 109 (2019)
Mengyun Qiao, Yi Guo, Shichong Zhou, Cai Chang, Yuanyuan Wang
Breast Calcifications Detection Based on Radiofrequency Signals by Quantitative Ultrasound Multi-parameter Fusion. EMBC (2019)
Xin Wang, Yi Guo, Yuanyuan Wang, Jinhua Yu
Automatic breast tumor detection in ABVS images based on convolutional neural network and superpixel patterns. Neural Comput. Appl. 31 (4) (2019)
Yi Huang, Wenjun Yan, Menghua Xia, Yi Guo, Guohui Zhou, Yuanyuan Wang
Segmentation of Media and Lumen in Intravascular Ultrasound Image Using Guided Multiscale Normalized Cut. J. Medical Imaging Health Informatics 9 (7) (2019)
Xinyi Li, Fei Jiang, Yi Guo, Zhendong Jin, Yuanyuan Wang
Computer-aided diagnosis of gastrointestinal stromal tumors: a radiomics method on endoscopic ultrasound image. Int. J. Comput. Assist. Radiol. Surg. 14 (10) (2019)
Tongtong Liu, Xifeng Ge, Jinhua Yu, Yi Guo, Yuanyuan Wang, Wenping Wang, Ligang Cui
Comparison of the application of B-mode and strain elastography ultrasound in the estimation of lymph node metastasis of papillary thyroid carcinoma based on a radiomics approach. Int. J. Comput. Assist. Radiol. Surg. 13 (10) (2018)
Yanxing Qi, Yuanyuan Wang, Jinhua Yu, Yi Guo
2-D Minimum Variance Based Plane Wave Compounding with Generalized Coherence Factor in Ultrafast Ultrasound Imaging. Sensors 18 (12) (2018)
Yi Guo, Li Yu, Yuanyuan Wang, Jinhua Yu, Guohui Zhou, Ping Chen
Adaptive group sparse representation in fetal echocardiogram segmentation. Neurocomputing 240 (2017)
Li Yu, Yi Guo, Yuanyuan Wang, Jinhua Yu, Ping Chen
Segmentation of Fetal Left Ventricle in Echocardiographic Sequences Based on Dynamic Convolutional Neural Networks. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Tongtong Liu, Guoqing Wu, Jinhua Yu, Yi Guo, Yuanyuan Wang, Zhifeng Shi, Liang Chen
A mRMRMSRC feature selection method for radiomics approach. EMBC (2017)
Siqing Nie, Jinhua Yu, Ping Chen, Yuanyuan Wang, Yi Guo, Jian Qiu Zhang
Automatic measurement of fetal Nuchal translucency from three-dimensional ultrasound data. EMBC (2017)
Li Chen, Yuxi Lian, Yi Guo, Yuanyuan Wang, Thomas S. Hatsukami, Kristi Pimentel, Niranjan Balu, Chun Yuan
A vascular image registration method based on network structure and circuit simulation. BMC Bioinform. 18 (1) (2017)
San Tang, Yi Guo, Yuanyuan Wang, Wanli Cao, Fukang Sun
Adaptive Cosegmentation of Pheochromocytomas in CECT Images Using Localized Level Set Models. IEEE J. Biomed. Health Informatics 20 (2) (2016)
Yuan Gao, Zhifeng Shi, Yuanyuan Wang, Jinhua Yu, Liang Chen, Yi Guo, Qi Zhang, Ying Mao
Histological grade and type classification of glioma using Magnetic Resonance Imaging. CISP-BMEI (2016)
Yuxi Lian, Yuanyuan Wang, Jinhua Yu, Yi Guo, Liang Chen
Segmentation of arteriovenous malformations nidus and vessel in digital subtraction angiography images based on an iterative thresholding method. BMEI (2015)
Yi Guo, Yuanyuan Wang, Dehong Kong, Xianhong Shu
Automatic Classification of Intracardiac Tumor and Thrombi in Echocardiography Based on Sparse Representation. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Xin Wang, Yi Guo, Yuanyuan Wang
Automatic tumor detection in automated 3-D breast ultrasound using local phase information. BMEI (2015)
Yi Guo, Yuanyuan Wang, Siqing Nie, Jinhua Yu, Ping Chen
Automatic Segmentation of a Fetal Echocardiogram Using Modified Active Appearance Models and Sparse Representation. IEEE Trans. Biomed. Eng. 61 (4) (2014)
San Tang, Yi Guo, Yuanyuan Wang, Wanli Cao, Fukang Sun
Segmentation and 3D visualization of pheochromocytoma in contrast-enhanced CT images. ICAILP (2014)
Yi Guo, Yuanyuan Wang, Dehong Kong, Xianhong Shu
Automatic endocardium extraction for echocardiogram. BMEI (2011)
Yuanyuan Wang, Jialin Shen, Yi Guo, Weiqi Wang
Computerized Classification of Breast Tumors with Morphologic and Texture Features of Ultrasonic Images. CBMS (2008)