EchoSynthNet: Fourier-spatial synergistic learning for clinical-grade cardiac chamber segmentation in echocardiography.

Jiangang Chen

Xing Peng Yiman Liu Jiangang Chen Lixin Xu Tianli Li Mengxuan Cao Mohammad Faidzul Nasrudin Lijun Chen Yuqi Zhang EchoSynthNet: Fourier-spatial synergistic learning for clinical-grade cardiac chamber segmentation in echocardiography. 2026 109972 119 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2026.109972 db/journals/bspc/bspc119.html#PengLCXLCNCZ26 streams/journals/bspc

Renxing Li Weiyi Tang Peiqi Li Qiming Huang Jiayuan She Shengkai Li Haoran Xu Yeyun Wan Jing Liu Hailong Fu Xiang Li Jiangang Chen Automated measurement of optic nerve sheath diameter using ocular ultrasound video. 2026 February 419-433 64 Medical Biol. Eng. Comput. 2 https://doi.org/10.1007/s11517-025-03442-7 db/journals/mbec/mbec64.html#LiTLHSLXWLFLC26 streams/journals/mbec

Zhixing Wen Ge Wang Xiao Luo Lei Liang Fan Yang Xuemei Wang Qiui Zhang Jiangang Chen Qing Liu Fucai Liu Bioinspired Fully On-Chip Learning Implemented on Memristive Neural Networks. 2025 7 Adv. Intell. Syst. 12 https://doi.org/10.1002/aisy.202500071 db/journals/aisy/aisy7.html#WenWLLYWZCLL25 streams/journals/aisy

Jiangang Chen Junbo Han Pei Su Gaoquan Zhou Framework for Groove Rating in Exercise-Enhancing Music Based on a CNN-TCN Architecture with Integrated Entropy Regularization and Pooling. 317 2025 27 Entropy 3 https://doi.org/10.3390/e27030317 db/journals/entropy/entropy27.html#ChenHSZ25 streams/journals/entropy

Jiangang Chen Yung-Hong Sun Kristen A. Pickett Barbara King Yu Hen Hu Hongrui Jiang A Wearable Gait Monitoring System for 17 Gait Parameters Based on Computer Vision. 1-14 2025 74 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2025.3557814 db/journals/tim/tim74.html#ChenSPKHJ25 streams/journals/tim

Wenyu Xing Miao Li Yiwen Liu Xin Liu 0003 Yifang Li Yanping Yang Jing Bi Jiangang Chen Dongni Hou Yuanlin Song Dean Ta Multi-Omics Graph Knowledge Representation for Pneumonia Prognostic Prediction. 3021-3034 2025 April 29 IEEE J. Biomed. Health Informatics 4 https://doi.org/10.1109/JBHI.2024.3488735 db/journals/titb/titb29.html#XingLLLLYBCHST25 streams/journals/titb

Jingzhou Xu Yifeng Zhang Hui Shi Xiang Li Jiangang Chen Jun Qi A Multi-view Hybrid Vision Transformer for Diagnosis of Breast Cancer in Automated Breast Ultrasound. 1-8 2025 INDIN https://doi.org/10.1109/INDIN64977.2025.11279143 conf/indin/2025 db/conf/indin/indin2025.html#XuZSLCQ25 streams/conf/indin

Jiayuan She Lin Shi Peiqi Li Ziling Dong Renxing Li Shengkai Li Liping Gu Zhao Tong Zhuochang Yang Yajie Ji Liang Feng Jiangang Chen Detection of Disease on Nasal Breath Sound by New Lightweight Architecture: Using COVID-19 as An Example. 2025 April abs/2504.00730 CoRR https://doi.org/10.48550/arXiv.2504.00730 db/journals/corr/corr2504.html#abs-2504-00730 streams/journals/corr

Peiqi Li Yincheng Gao Renxing Li Haojie Yang Yunyun Liu Boji Liu Jiahui Ni Ying Zhang Yulu Wu Xiaowei Fang Lehang Guo Liping Sun Jiangang Chen CSASN: A Multitask Attention-Based Framework for Heterogeneous Thyroid Carcinoma Classification in Ultrasound Images. 2025 May abs/2505.02211 CoRR https://doi.org/10.48550/arXiv.2505.02211 db/journals/corr/corr2505.html#abs-2505-02211 streams/journals/corr

Renxing Li Weiyi Tang Peiqi Li Qiming Huang Jiayuan She Shengkai Li Haoran Xu Yeyun Wan Jing Liu Hailong Fu Xiang Li Jiangang Chen Automated Measurement of Optic Nerve Sheath Diameter Using Ocular Ultrasound Video. 2025 June abs/2506.02789 CoRR https://doi.org/10.48550/arXiv.2506.02789 db/journals/corr/corr2506.html#abs-2506-02789 streams/journals/corr

Yung-Hong Sun Ting-Hung Lin Jiangang Chen Hongrui Jiang Yu Hen Hu C-DOG: Multi-View Multi-instance Feature Association Using Connected δ-Overlap Graphs. 2025 July abs/2507.14095 CoRR https://doi.org/10.48550/arXiv.2507.14095 db/journals/corr/corr2507.html#abs-2507-14095 streams/journals/corr

Fangqiang Du Sixuan Chong Zixuan Huang Rui Qin Fengnan Mi Caibao Hu Jiangang Chen Design of A Low-Latency and Parallelizable SVD Dataflow Architecture on FPGA. 2025 November abs/2511.12461 CoRR https://doi.org/10.48550/arXiv.2511.12461 db/journals/corr/corr2511.html#abs-2511-12461 streams/journals/corr

Xiangyu Xiong Yue Sun 0001 Xiaohong Liu 0001 Wei Ke 0001 Chan-Tong Lam Jiangang Chen Mingfeng Jiang Mingwei Wang Hui Xie Tong Tong 0001 Qinquan Gao Hao Chen 0037 Tao Tan 0002 Distance guided generative adversarial network for explainable medical image classifications. 102444 2024 118 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2024.102444 db/journals/cmig/cmig118.html#XiongSLKLCJWXTGCT24 streams/journals/cmig

Yibo Wan Gaofeng Wei Renxing Li Yifan Xiang Dechao Yin Minglei Yang 0002 Deren Gong Jiangang Chen Retinal Blood Vessels Segmentation With Improved SE-UNet Model. 2024 34 Int. J. Imaging Syst. Technol. 4 https://doi.org/10.1002/ima.23145 db/journals/imst/imst34.html#WanWLXY0GC24

Yiman Liu Qiming Huang Xiaoxiang Han 0001 Tongtong Liang Zhifang Zhang Xiuli Lu Bin Dong Jiajun Yuan Yan Wang 0033 Menghan Hu Jinfeng Wang 0008 Angelos Stefanidis Jionglong Su Jiangang Chen Qingli Li Yuqi Zhang Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning. 965-975 2024 37 J. Imaging Inform. Medicine 3 https://doi.org/10.1007/s10278-024-00987-1 db/journals/jdi/jdi37.html#LiuHHLZLDYWHWSSCLZ24 streams/journals/jdi

Siyi Xun Yan Zhang Sixu Duan Mingwei Wang Jiangang Chen Tong Tong 0001 Qinquan Gao Chan-Tong Lam Menghan Hu Tao Tan 0002 ARGA-Unet: Advanced U-net segmentation model using residual grouped convolution and attention mechanism for brain tumor MRI image segmentation. 203-216 2024 6 Virtual Real. Intell. Hardw. 3 https://doi.org/10.1016/j.vrih.2023.05.001 db/journals/vrih/vrih6.html#XunZDWCTGLHT24 streams/journals/vrih

Yiman Liu Size Hou Xiaoxiang Han 0001 Tongtong Liang Menghan Hu Xin Wang Wei Gu Yuqi Zhang Qingli Li Jiangang Chen Intelligent diagnosis of atrial septal defect in children using echocardiography with deep learning. 217-225 2024 6 Virtual Real. Intell. Hardw. 3 https://doi.org/10.1016/j.vrih.2023.05.002 db/journals/vrih/vrih6.html#LiuHHLHWGZLC24 streams/journals/vrih

Xiaoxiang Han 0001 Yiman Liu Jiang Shang Qingli Li Jiangang Chen Menghan Hu Qi Zhang 0003 Yuqi Zhang Yan Wang 0033 A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation. 2004-2009 2024 BIBM https://doi.org/10.1109/BIBM62325.2024.10821924 conf/bibm/2024 db/conf/bibm/bibm2024.html#0001LSLCHZZW24 Ruilin Cai Weimei Li Han Lu Jiangang Chen Dongdong Zou Xin Chen Yongchao Pan Liang Feng Jun Qi 0001 Predicting and Visualizing Covid-19 Identification by a Hybrid Machine Learning and Pre-trained Model. 5936-5943 2024 BIBM https://doi.org/10.1109/BIBM62325.2024.10821829 conf/bibm/2024 db/conf/bibm/bibm2024.html#CaiLLCZCPF024 Hao Liu Jifeng Li Haiyang Li Renxing Li Kun Zhang Baoliang Zhu Li Bie Weigang Xu Qingli Li Jiangang Chen Intelligent Emboli Detection from Doppler Ultrasound Audio Recordings with Deep Learning. 1-7 2024 CISP-BMEI https://doi.org/10.1109/CISP-BMEI64163.2024.10906095 conf/bmei/2024 db/conf/bmei/bmei2024.html#LiuLLLZZBXLC24

Jiangang Chen Yung-Hong Sun Kristen A. Pickett Barbara King Yu Hen Hu Hongrui Jiang A Wearable Gait Monitoring System for 17 Gait Parameters Based on Computer Vision. 2024 abs/2411.10739 CoRR https://doi.org/10.48550/arXiv.2411.10739 db/journals/corr/corr2411.html#abs-2411-10739 streams/journals/corr

Xiaoxiang Han 0001 Yiman Liu Jiang Shang Qingli Li Jiangang Chen Menghan Hu Qi Zhang 0003 Yuqi Zhang Yan Wang 0033 A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation. 2024 abs/2412.00715 CoRR https://doi.org/10.48550/arXiv.2412.00715 db/journals/corr/corr2412.html#abs-2412-00715 streams/journals/corr

Yung-Hong Sun Gefei Shen Jiangang Chen Jayer Fernandes Hongrui Jiang Yu Hen Hu EasyVis2: A Real Time Multi-view 3D Visualization for Laparoscopic Surgery Training Enhanced by a Deep Neural Network YOLOv8-Pose. 2024 abs/2412.16742 CoRR https://doi.org/10.48550/arXiv.2412.16742 db/journals/corr/corr2412.html#abs-2412-16742 streams/journals/corr

Jiangang Chen Mengjun Shen Size Hou Xiaoqian Duan Minglei Yang 0002 Yucheng Cao Wei Qin Qiang Niu Qingli Li Yi Zhang Yin Wang Intelligent interpretation of four lung ultrasonographic features with split attention based deep learning model. 104228 2023 March 81 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2022.104228 db/journals/bspc/bspc81.html#ChenSHDYCQNLZW23

Yiman Liu Xiaoxiang Han 0001 Tongtong Liang Bin Dong Jiajun Yuan Menghan Hu Qiaohong Liu Jiangang Chen Qingli Li Yuqi Zhang EDMAE: An efficient decoupled masked autoencoder for standard view identification in pediatric echocardiography. 105280 2023 September 86 Biomed. Signal Process. Control. Part C https://doi.org/10.1016/j.bspc.2023.105280 db/journals/bspc/bspc86.html#LiuHLDYHLCLZ23

Jiangang Chen Size Hou Liang Feng Bing Lu Minglei Yang 0002 Feiyang Sun 0002 Qingli Li Tao Tan 0002 Xuedong Deng Gaofeng Wei Ultrasonic evaluation of fetal lung development using deep learning with graph. 102451 2023 July 78 Displays https://doi.org/10.1016/j.displa.2023.102451 db/journals/displays/displays78.html#ChenHFLYSLTDW23

Zhaoting Shi Yebo Ma Xiaowen Ma Anqi Jin Jin Zhou Na Li Danli Sheng Cai Chang Jiangang Chen Jiawei Li Differentiation between Phyllodes Tumors and Fibroadenomas through Breast Ultrasound: Deep-Learning Model Outperforms Ultrasound Physicians. 5099 2023 23 Sensors 11 https://doi.org/10.3390/s23115099 https://www.wikidata.org/entity/Q125360053 db/journals/sensors/sensors23.html#ShiMMJZLSCCL23

Yiwen Liu Wenyu Xing Chao He Wenfang Li Jiangang Chen Mingbo Zhao IMT-LUSS: A Novel Inception Meets Transformer-based Lung Ultrasound Scoring Model in Pneumonia. 3354-3361 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10385766 conf/bibm/2023 db/conf/bibm/bibm2023.html#LiuXHLCZ23

Yiman Liu Qiming Huang Xiaoxiang Han 0001 Tongtong Liang Zhifang Zhang Lijun Chen Jinfeng Wang 0008 Angelos Stefanidis Jionglong Su Jiangang Chen Qingli Li Yuqi Zhang Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning. 2023 abs/2306.03835 CoRR https://doi.org/10.48550/arXiv.2306.03835 db/journals/corr/corr2306.html#abs-2306-03835

Xiangyu Xiong Yue Sun 0001 Xiaohong Liu 0001 Wei Ke 0001 Chan-Tong Lam Jiangang Chen Mingfeng Jiang Mingwei Wang Hui Xie Tong Tong 0001 Qinquan Gao Hao Chen 0037 Tao Tan 0002 Distance Guided Generative Adversarial Network for Explainable Binary Classifications. 2023 abs/2312.17538 CoRR https://doi.org/10.48550/arXiv.2312.17538 db/journals/corr/corr2312.html#abs-2312-17538

Wenyu Xing Chao He Jiawei Li Wei Qin Minglei Yang 0002 Guannan Li Qingli Li Dean Ta Gaofeng Wei Wenfang Li Jiangang Chen Automated lung ultrasound scoring for evaluation of coronavirus disease 2019 pneumonia using two-stage cascaded deep learning model. 103561 2022 75 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2022.103561 db/journals/bspc/bspc75.html#XingHLQYLLTWLC22

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