Computerized Classification of Breast Tumors with Morphologic and Texture Features of Ultrasonic Images. - Yuanyuan Wang 001; Jialin Shen; Yi Guo 002; Weiqi Wang (CBMS, 2008)

Automatic endocardium extraction for echocardiogram. - Yi Guo 002; Yuanyuan Wang 001; Dehong Kong; Xianhong Shu (BMEI, 2011)

Segmentation and 3D visualization of pheochromocytoma in contrast-enhanced CT images. - San Tang; Yi Guo 002; Yuanyuan Wang 001; Wanli Cao; Fukang Sun (ICAILP, 2014)

Automatic Segmentation of a Fetal Echocardiogram Using Modified Active Appearance Models and Sparse Representation. - Yi Guo 002; Yuanyuan Wang 001; Siqing Nie; Jinhua Yu; Ping Chen (IEEE Trans. Biomed. Eng., 2014)

Segmentation of arteriovenous malformations nidus and vessel in digital subtraction angiography images based on an iterative thresholding method. - Yuxi Lian; Yuanyuan Wang 001; Jinhua Yu; Yi Guo 002; Liang Chen 023 (BMEI, 2015)

Automatic tumor detection in automated 3-D breast ultrasound using local phase information. - Xin Wang 059; Yi Guo 002; Yuanyuan Wang 001 (BMEI, 2015)

Automatic Classification of Intracardiac Tumor and Thrombi in Echocardiography Based on Sparse Representation. - Yi Guo 002; Yuanyuan Wang 001; Dehong Kong; Xianhong Shu (IEEE J. Biomed. Health Informatics, 2015)

Histological grade and type classification of glioma using Magnetic Resonance Imaging. - Yuan Gao 043; Zhifeng Shi; Yuanyuan Wang 001; Jinhua Yu; Liang Chen 023; Yi Guo 002; Qi Zhang 003; Ying Mao 002 (CISP-BMEI, 2016)

Adaptive Cosegmentation of Pheochromocytomas in CECT Images Using Localized Level Set Models. - San Tang; Yi Guo 002; Yuanyuan Wang 001; Wanli Cao; Fukang Sun (IEEE J. Biomed. Health Informatics, 2016)

A mRMRMSRC feature selection method for radiomics approach. - Tongtong Liu; Guoqing Wu 003; Jinhua Yu; Yi Guo 002; Yuanyuan Wang 001; Zhifeng Shi; Liang Chen 023 (EMBC, 2017)

Automatic measurement of fetal Nuchal translucency from three-dimensional ultrasound data. - Siqing Nie; Jinhua Yu; Ping Chen; Yuanyuan Wang 001; Yi Guo 002; Jian Qiu Zhang 001 (EMBC, 2017)

A vascular image registration method based on network structure and circuit simulation. - Li Chen 020; Yuxi Lian; Yi Guo 002; Yuanyuan Wang 001; Thomas S. Hatsukami; Kristi Pimentel; Niranjan Balu; Chun Yuan (BMC Bioinform., 2017)

Adaptive group sparse representation in fetal echocardiogram segmentation. - Yi Guo 002; Li Yu; Yuanyuan Wang 001; Jinhua Yu; Guohui Zhou; Ping Chen (Neurocomputing, 2017)

Segmentation of Fetal Left Ventricle in Echocardiographic Sequences Based on Dynamic Convolutional Neural Networks. - Li Yu; Yi Guo 002; Yuanyuan Wang 001; Jinhua Yu; Ping Chen (IEEE Trans. Biomed. Eng., 2017)

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. - Tongtong Liu; Xifeng Ge; Jinhua Yu; Yi Guo 002; Yuanyuan Wang 001; Wenping Wang; Ligang Cui (Int. J. Comput. Assist. Radiol. Surg., 2018)

2-D Minimum Variance Based Plane Wave Compounding with Generalized Coherence Factor in Ultrafast Ultrasound Imaging. - Yanxing Qi; Yuanyuan Wang 001; Jinhua Yu; Yi Guo 002 (Sensors, 2018)

Breast Calcifications Detection Based on Radiofrequency Signals by Quantitative Ultrasound Multi-parameter Fusion. - Mengyun Qiao; Yi Guo 002; Shichong Zhou; Cai Chang; Yuanyuan Wang 001 (EMBC, 2019)

Computer-aided diagnosis of gastrointestinal stromal tumors: a radiomics method on endoscopic ultrasound image. - Xinyi Li 002; Fei Jiang; Yi Guo 002; Zhendong Jin; Yuanyuan Wang 001 (Int. J. Comput. Assist. Radiol. Surg., 2019)

IVUS images segmentation using spatial fuzzy clustering and hierarchical level set evolution. - Menghua Xia; Wenjun Yan; Yi Huang 018; Yi Guo 002; Guohui Zhou; Yuanyuan Wang 001 (Comput. Biol. Medicine, 2019)

Optimised MRI intensity standardisation based on multi-dimensional sub-regional point cloud registration. - Yuan Gao 043; Jiawei Pan; Yi Guo 002; Jinhua Yu; Jun Zhang 074; Daoying Geng; Yuanyuan Wang 001 (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019)

Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images. - Zhou Fang; Mengyun Qiao; Yi Guo 002; Yuanyuan Wang 001; Jiawei Li; Shichong Zhou; Cai Chang (J. Medical Imaging Health Informatics, 2019)

Segmentation of Media and Lumen in Intravascular Ultrasound Image Using Guided Multiscale Normalized Cut. - Yi Huang 018; Wenjun Yan; Menghua Xia; Yi Guo 002; Guohui Zhou; Yuanyuan Wang 001 (J. Medical Imaging Health Informatics, 2019)

Eigenspace-Based Minimum Variance Beamformer for Short-Lag Spatial Coherence Medical Ultrasound Imaging. - Yanxing Qi; Yuanyuan Wang 001; Jinhua Yu; Yi Guo 002 (J. Medical Imaging Health Informatics, 2019)

Automatic breast tumor detection in ABVS images based on convolutional neural network and superpixel patterns. - Xin Wang 059; Yi Guo 002; Yuanyuan Wang 001; Jinhua Yu (Neural Comput. Appl., 2019)

Extracting Membrane Borders in IVUS Images Using a Multi-Scale Feature Aggregated U-Net. - Menghua Xia; Wenjun Yan; Yi Huang 018; Yi Guo 002; Guohui Zhou; Yuanyuan Wang 001 (EMBC, 2020)

Multi-Task Refined Boundary-Supervision U-Net (MRBSU-Net) for Gastrointestinal Stromal Tumor Segmentation in Endoscopic Ultrasound (EUS) Images. - Xinyi Li 002; Yi Guo 002; Fei Jiang; Leiming Xu; Feng Shen; Zhendong Jin; Yuanyuan Wang 001 (IEEE Access, 2020)

Breast DCE-MRI radiomics: a robust computer-aided system based on reproducible BI-RADS features across the influence of datasets bias and segmentation methods. - Mengyun Qiao; Chengkang Li; Shiteng Suo; Fang Cheng; Jia Hua; Dan Xue; Yi Guo 002; Jianrong Xu; Yuanyuan Wang 001 (Int. J. Comput. Assist. Radiol. Surg., 2020)

Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy. - Yi Huang 018; Wenjun Yan; Menghua Xia; Yi Guo 002; Guohui Zhou; Yuanyuan Wang 001 (Comput. Methods Programs Biomed., 2020)

Nodule Localization in Thyroid Ultrasound Images with a Joint-Training Convolutional Neural Network. - Ruoyun Liu; Shichong Zhou; Yi Guo 002; Yuanyuan Wang 001; Cai Chang (J. Digit. Imaging, 2020)

Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network. - Zixia Zhou; Yuanyuan Wang 001; Yi Guo 002; Yanxing Qi; Jinhua Yu (IEEE Trans. Biomed. Eng., 2020)

Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial Network. - Zixia Zhou; Yuanyuan Wang 001; Yi Guo 002; Xinming Jiang; Yanxing Qi (IEEE J. Biomed. Health Informatics, 2020)

Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network. - Mengyun Qiao; Shiteng Suo; Fang Cheng; Jia Hua; Dan Xue; Yi Guo 002; Jianrong Xu; Yuanyuan Wang 001 (Comput. Medical Imaging Graph., 2021)

U2F-GAN: Weakly Supervised Super-pixel Segmentation in Thyroid Ultrasound Images. - Ruoyun Liu; Shichong Zhou; Yi Guo 002; Yuanyuan Wang 001; Cai Chang (Cogn. Comput., 2021)

Breast calcification detection based on multichannel radiofrequency signals via a unified deep learning framework. - Menyun Qiao; Zhou Fang; Yi Guo 002; Shichong Zhou; Cai Chang; Yuanyuan Wang 001 (Expert Syst. Appl., 2021)

Ultrasound deep beamforming using a multiconstrained hybrid generative adversarial network. - Zixia Zhou; Yi Guo 002; Yuanyuan Wang 001 (Medical Image Anal., 2021)

Handheld Ultrasound Video High-Quality Reconstruction Using a Low-Rank Representation Multipathway Generative Adversarial Network. - Zixia Zhou; Yi Guo 002; Yuanyuan Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data. - Mengyun Qiao; Berke Doga Basaran; Huaqi Qiu; Shuo Wang 011; Yi Guo 002; Yuanyuan Wang 001; Paul M. Matthews; Daniel Rueckert; Wenjia Bai (STACOM@MICCAI, 2022)

Prenatal prediction of neonatal respiratory morbidity: a radiomics method based on imbalanced few-shot fetal lung ultrasound images. - Jing Jiao; Yanran Du; Xiaokang Li; Yi Guo 002; Yunyun Ren; Yuanyuan Wang 001 (BMC Medical Imaging, 2022)

A stability-enhanced CycleGAN for effective domain transformation of unpaired ultrasound images. - Lihong Huang; Zixia Zhou; Yi Guo 002; Yuanyuan Wang 001 (Biomed. Signal Process. Control., 2022)

Multi-Dimensional Cascaded Net with Uncertain Probability Reduction for Abdominal Multi-Organ Segmentation in CT Sequences. - Chengkang Li; Yishen Mao; Yi Guo 002; Ji Li; Yuanyuan Wang 001 (Comput. Methods Programs Biomed., 2022)

Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis. - Menghua Xia; Hongbo Yang; Yanan Qu; Yi Guo 002; Guohui Zhou; Feng Zhang; Yuanyuan Wang 001 (Medical Image Anal., 2022)

Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features. - Mengyun Qiao; Chencheng Liu; Zeju Li; Jin Zhou; Qin Xiao; Shichong Zhou; Cai Chang; Yajia Gu; Yi Guo 002; Yuanyuan Wang 001 (IEEE J. Biomed. Health Informatics, 2022)

AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. - Menghua Xia; Hongbo Yang; Yi Huang 018; Yanan Qu; Yi Guo 002; Guohui Zhou; Feng Zhang; Yuanyuan Wang 001 (IEEE J. Biomed. Health Informatics, 2022)

Context-driven pyramid registration network for estimating large topology-preserved deformation. - Peng Wang; Yunqi Yan; Lijun Qian; Shiteng Suo; Jianrong Xu; Yi Guo 002; Yuanyuan Wang 001 (Neurocomputing, 2023)

A weakly supervised deep active contour model for nodule segmentation in thyroid ultrasound images. - Zhizhou Li; Shichong Zhou; Cai Chang; Yuanyuan Wang 001; Yi Guo 002 (Pattern Recognit. Lett., 2023)

Few-shot multi-modal registration with mono-modal knowledge transfer. - Peng Wang; Yi Guo 002; Yuanyuan Wang 001 (Biomed. Signal Process. Control., 2023)

HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation. - Xiaokang Li; Menghua Xia; Jing Jiao; Shichong Zhou; Cai Chang; Yuanyuan Wang 001; Yi Guo 002 (Medical Image Anal., 2023)

GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data. - Jing Jiao; Hongshuang Sun; Yi Huang 018; Menghua Xia; Mengyun Qiao; Yunyun Ren; Yuanyuan Wang 001; Yi Guo 002 (IEEE Trans. Medical Imaging, 2023)

Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation. - Peng Huang; Xue Gao; Lihong Huang; Jing Jiao; Xiaokang Li; Yuanyuan Wang 001; Yi Guo 002 (ISBI, 2024)

FCTformer: Fusing Convolutional Operations and Transformer for 3D Rectal Tumor Segmentation in MR Images. - Zhenguo Sang; Chengkang Li; Ye Xu; Yuanyuan Wang 001; Hongtu Zheng; Yi Guo 002 (IEEE Access, 2024)

D2polyp-Net: A cross-modal space-guided network for real-time colorectal polyp detection and diagnosis. - Junhu Fu; Yun Gao; Pinghong Zhou; Yi Huang 018; Jing Jiao; Shengli Lin; Yuanyuan Wang 001; Yi Guo 002 (Biomed. Signal Process. Control., 2024)

CalAttnMix: An instance-attention based data augmentation method for calcification detection in mammograms. - Peng Huang; Jia Hua; Xiaochuan Geng; Jianrong Xu; Shiteng Suo; Yan Zhou; Yuanyuan Wang 001; Yi Guo 002 (Biomed. Signal Process. Control., 2024)

RPDNet: A reconstruction-regularized parallel decoders network for rectal tumor and rectum co-segmentation. - Wenxiang Huang; Ye Xu; Yuanyuan Wang 001; Hongtu Zheng; Yi Guo 002 (Comput. Medical Imaging Graph., 2024)

OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine. - Xiaosong Wang 001; Xiaofan Zhang 002; Guotai Wang; Junjun He; Zhongyu Li 002; Wentao Zhu 001; Yi Guo 002; Qi Dou 001; Xiaoxiao Li; Dequan Wang; Liang Hong; Qicheng Lao; et al. (CoRR, 2024)

Diff-CXR: Report-to-CXR generation through a disease-knowledge enhanced diffusion model. - Peng Huang; Bowen Guo; Shuyu Liang; Junhu Fu; Yuanyuan Wang 001; Yi Guo 002 (CoRR, 2024)

Cross Group Attention and Group-wise Rolling for Multimodal Medical Image Synthesis. - Tao Song 002; Yicheng Wu 001; Minhao Hu; Xiangde Luo; Linda Wei; Guotai Wang; Yi Guo 002; Feng Xu; Shaoting Zhang 001 (CoRR, 2024)

Cycle-Consistent Bridge Diffusion Model for Accelerated MRI Reconstruction. - Tao Song 002; Yicheng Wu 001; Minhao Hu; Xiangde Luo; Guoting Luo; Guotai Wang; Yi Guo 002; Feng Xu; Shaoting Zhang 001 (CoRR, 2024)

AOCBLS: A novel active and online learning system for ECG arrhythmia classification with less labeled samples. - Wei Fan; Weiyi Yang; Tongwaner Chen; Yi Guo 002; Yuanyuan Wang 001 (Knowl. Based Syst., 2024)

Standardization of ultrasound images across various centers: M2O-DiffGAN bridging the gaps among unpaired multi-domain ultrasound images. - Lihong Huang; Jin Zhou; Jing Jiao; Shichong Zhou; Cai Chang; Yuanyuan Wang 001; Yi Guo 002 (Medical Image Anal., 2024)

USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis. - Jing Jiao; Jin Zhou; Xiaokang Li; Menghua Xia; Yi Huang 018; Lihong Huang; Na Wang; Xiaofan Zhang 002; Shichong Zhou; Yuanyuan Wang 001; Yi Guo 002 (Medical Image Anal., 2024)

Deep causal learning for pancreatic cancer segmentation in CT sequences. - Chengkang Li; Yishen Mao; Shuyu Liang; Ji Li; Yuanyuan Wang 001; Yi Guo 002 (Neural Networks, 2024)

G-T correcting: an improved training of image segmentation under noisy labels. - Yun Gao; Junhu Fu; Yi Guo 002; Yuanyuan Wang 001 (Medical Biol. Eng. Comput., 2024)

Typicality- and instance-dependent label noise-combating: a novel framework for simulating and combating real-world noisy labels for endoscopic polyp classification. - Yun Gao; Junhu Fu; Yuanyuan Wang 001; Yi Guo 002 (Vis. Comput. Ind. Biomed. Art, 2024)

DEDA: Network with dual attentions for enhancing 3D pancreas segmentation in non-contrast CT images. - Chunlei Chen; Chengkang Li; Yishen Mao; Ji Li; Yuanyuan Wang 001; Yi Guo 002 (Biomed. Signal Process. Control., 2025)

Strategically annotating rare disease samples to improve semi-supervised learning in long-tailed medical image classification. - Jie Xu; Zhiqing He; Yuanyuan Wang 001; Yi Guo 002 (Biomed. Signal Process. Control., 2025)

Contrast-insensitive motion correction for MRI cardiac T1 mapping. - Chengyu Yue; Lu Huang; Lihong Huang; Yi Guo 002; Qian Tao; Liming Xia; Yuanyuan Wang 001 (Biomed. Signal Process. Control., 2025)

Hierarchical attention fusion of EUS-doppler features for GISTs risk assessment. - Qinyue Wei; Yue Gao; Shuyu Liang; Ke Chen; Yuanyuan Wang 001; Yi Guo 002 (Comput. Medical Imaging Graph., 2025)

MDMNet: Multi-dimensional multi-modal network to identify organ system limitation in cardiopulmonary exercise testing. - Qin Wang; Wei Fan; Mingshan Li; Yuanyuan Wang 001; Yi Guo 002 (Comput. Methods Programs Biomed., 2025)

PLTN: Noisy label learning in long-tailed medical images with adaptive prototypes. - Zhiqing He; Jie Xu; Peng Huang; Qin Wang; Yuanyuan Wang 001; Yi Guo 002 (Neurocomputing, 2025)

IPNet: An Interpretable Network With Progressive Loss for Whole-Stage Colorectal Disease Diagnosis. - Junhu Fu; Ke Chen; Qi Dou 001; Yun Gao; Yiping He; Pinghong Zhou; Shengli Lin; Yuanyuan Wang 001; Yi Guo 002 (IEEE Trans. Medical Imaging, 2025)

VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation. - Peng Huang; Junhu Fu; Bowen Guo; Zeju Li; Yuanyuan Wang 001; Yi Guo 002 (CoRR, 2025)