Xiuling Liu

49 papers A 1Misc 1Journal 39Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A vision-language model-based approach for lung cancer diagnosis using lossless 3D CT images: evaluation of GPT-4.1 and GPT-4o for patient-level malignancy assessment.
Health Inf. Sci. Syst.
Ning Shi, Zhenpeng Liu, Zhenzhen Wan, Guojie Yang, Yasong Shi, Peilin Wang, Xiuling Liu
2026 J jnl
Adaptive waveform correction and temporal modeling for the detection of characteristic waves in ECG signals.
Digit. Signal Process.
Siyu Zhao, Peng Xiong, Jieshuo Zhang, Jing Zhang, Jianli Yang, Zengguang Hou, Xiuling Liu
2026 J jnl
CDM-DL-PSI: A conditional diffusion model for 12-Lead ECG generation using disease labels and patient-specific information.
Biomed. Signal Process. Control.
Rongjia Wang, Xunde Dong, Xiuling Liu, Fei Hu
2026 J jnl
Multi-scale graph convolutional EEG emotion recognition method driven by dynamic channel state labels.
Biomed. Signal Process. Control.
Ming Liu, Zichong Zhang, Haifeng Guo, Jianli Yang, Peng Xiong, Jieshuo Zhang, Xiuling Liu
2026 J jnl
Sleep stage classification with multi-resolution temporal modeling and adaptive feature fusion.
Biomed. Signal Process. Control.
Jie Shi, Ziqi Hao, Haiyang Yue, Zihao Chen, Xiaoguang Liu, Xiuling Liu, Jun Li
2025 J jnl
3-D VCG Loop-Based Myocardial Infarction Identification With Multiscale Spatial Residual Attention.
IEEE Trans. Instrum. Meas.
Cong He, Jieshuo Zhang, Peng Xiong, Haiman Du, Jing Zhang, Bin Hu, Xiuling Liu
2025 J jnl
AMFTCNet: A multi-level attention-based multi-scale fusion temporal convolutional network for decoding MI-EEG signals.
Biomed. Signal Process. Control.
Qianfeng Huang, Yuanpo Yang, Jun Li, Xiuling Liu, Xiaoguang Liu
2025 — conf
BiECG-LLM: An Approach to ECG Classification and Report Generation Using a Fine-Tuned LLM with Bi-Modal ECG.
BIBM
Yupeng Qiang, Xunde Dong, Xiuling Liu, Fei Hu, Rongjia Wang
2025 — conf
DF-MLSL: An Effective Distillation Framework for Multi-Label Single-Lead ECG Classification.
BIBM
Yupeng Qiang, Xunde Dong, Xiuling Liu, Chen Xu, Fei Hu, Rongjia Wang
2025 — conf
EmoNet-ECG: A Lightweight Inverted Pyramid Architecture for Joint Valence-Arousal Prediction Using Raw ECG.
BIBM
Chengxin Zhong, Xunde Dong, Yang Yang, Xiuling Liu, Chen Xu
2025 J jnl
Fusion of eyes-open and eyes-closed electroencephalography in resting state for classification of major depressive disorder.
Biomed. Signal Process. Control.
Jianli Yang, Jiehui Li, Songlei Zhao, Yunshu Zhang, Bing Li, Xiuling Liu
2025 — conf
HISAN: A Hierarchical Segment Attention Network for ECG-Based Emotion Recognition.
BIBM
Tianze Xu, Xunde Dong, Yang Yang, Chen Xu, Xiuling Liu
2025 J jnl
Interpretable Model Based on CT Radiomics and Deep Learning Features for Distinguishing Typical Signs of Secondary Pulmonary Tuberculosis.
Int. J. Imaging Syst. Technol.
Zhenzhen Wan, Peilin Wang, Ning Shi, Bing Wang, Ye Li, Shidong Zhang, Dailun Hou, Xiuling Liu
2025 — conf
LGFDTK-RAG: Dual-Conditioned RAG with Label-Guided Filtering and Dynamic Top-K for Automated ECG Report Generation.
BIBM
Fei Hu, Xunde Dong, Xiuling Liu, Yupeng Qiang, Yang Yang
2025 J jnl
LLM-as-a-Supervisor: Mistaken Therapeutic Behaviors Trigger Targeted Supervisory Feedback.
CoRR
Chen Xu, Zhenyu Lv, Tian Lan, Xianyang Wang, Luyao Ji, Leyang Cui, Minqiang Yang, Jian Shen, Qunxi Dong, Xiuling Liu, Juan Wang, Bin Hu
2025 A conf
MV-TSF: A Novel Multi-View Teacher-Student Framework for Myocardial Infarction Localization.
ECAI
Yupeng Qiang, Xunde Dong, Xiuling Liu, Yang Yang, Fei Hu, Rongjia Wang
2025 J jnl
Pyramid boundary attention network for breast lesion segmentation in ultrasound images.
Biomed. Signal Process. Control.
Jianli Yang, LiWen Fan, Bin Dong, Hao Chen, Xiuling Liu
2025 J jnl
TAC-ECG: A task-adaptive classification method for electrocardiogram based on cross-modal contrastive learning and low-rank convolutional adapter.
Comput. Methods Programs Biomed.
Rongjia Wang, Xunde Dong, Xiuling Liu, Yihai Fang, Jianhong Dou, Yupeng Qiang, Yang Yang, Fei Hu
2025 J jnl
The impact of policy mix characteristics of multi-level governance on innovation output of the new energy vehicle industry in China.
Technol. Anal. Strateg. Manag.
Xiuling Liu, Chujiang Xue, Fuji Xie
2024 J jnl
Classification of Parkinson's disease EEG signals using 2D-MDAGTS model and multi-scale fuzzy entropy.
Biomed. Signal Process. Control.
Jun Li, Xun Li, Yuefeng Mao, Jiahao Yao, Jing Gao, Xiuling Liu
2024 J jnl
Conv-RGNN: An efficient Convolutional Residual Graph Neural Network for ECG classification.
Comput. Methods Programs Biomed.
Yupeng Qiang, Xunde Dong, Xiuling Liu, Yang Yang, Yihai Fang, Jianhong Dou
2024 J jnl
Diagnosis of pulmonary tuberculosis with 3D neural network based on multi-scale attention mechanism.
Medical Biol. Eng. Comput.
Shidong Zhang, Cong He, Zhenzhen Wan, Ning Shi, Bing Wang, Xiuling Liu, Dailun Hou
2024 — conf
ECGMamba: Towards ECG Classification with State Space Models.
BIBM
Yupeng Qiang, Xunde Dong, Xiuling Liu, Yang Yang, Fei Hu, Rongjia Wang
2024 J jnl
ECGMamba: Towards Efficient ECG Classification with BiSSM.
CoRR
Yupeng Qiang, Xunde Dong, Xiuling Liu, Yang Yang, Yihai Fang, Jianhong Dou
2024 J jnl
Integration of Convolutional Neural Network and Vision Transformer for gesture recognition using sEMG.
Biomed. Signal Process. Control.
Xiaoguang Liu, Lijian Hu, Liang Tie, Li Jun, Xiaodong Wang, Xiuling Liu
2024 J jnl
MT-MV-KDF: A novel Multi-Task Multi-View Knowledge Distillation Framework for myocardial infarction detection and localization.
Biomed. Signal Process. Control.
Yupeng Qiang, Xunde Dong, Xiuling Liu, Yang Yang
2024 J jnl
Neuroblastoma differentiation type diagnosis algorithm based on Dense-U-Net using whole slide images.
Signal Image Video Process.
Zhenzhen Wan, Yuwei Liu, Fang Liu, Ning Shi, Nan Zhang, Xiuling Liu
2024 Misc conf
Novel AR Stereo Visual Stimulus Paradigm Incorporating Mixed Colors and Dynamic Targets for SSVEP-BCI.
ICMLC
Jianli Yang, Songlei Zhao, Jiehui Li, Xinyue Cao, Xiuling Liu
2024 J jnl
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals.
Biomed. Signal Process. Control.
Peng Xiong, Jing Li, Ming Liu, Jieshuo Zhang, Jianli Yang, Hong Zhang, Haiman Du, Xiuling Liu
2023 J jnl
A compact multi-branch 1D convolutional neural network for EEG-based motor imagery classification.
Biomed. Signal Process. Control.
Xiaoguang Liu, Shicheng Xiong, Xiaodong Wang, Tie Liang, Hongrui Wang, Xiuling Liu
2023 J jnl
Automated Localization of Myocardial Infarction From Vectorcardiographic via Tensor Decomposition.
IEEE Trans. Biomed. Eng.
Jieshuo Zhang, Ming Liu, Peng Xiong, Haiman Du, Jianli Yang, Jinpeng Xu, Zengguang Hou, Xiuling Liu
2023 J jnl
Characteristics analysis of muscle function network and its application to muscle compensatory in repetitive movement.
Biomed. Signal Process. Control.
Xiaoguang Liu, Xu Cui, Tie Liang, Cunguang Lou, Hongrui Wang, Xiuling Liu
2023 J jnl
Cross-subject classification of depression by using multiparadigm EEG feature fusion.
Comput. Methods Programs Biomed.
Jianli Yang, Zhen Zhang, Zhiyu Fu, Bing Li, Peng Xiong, Xiuling Liu
2023 J jnl
Detection of inferior myocardial infarction based on multi branch hybrid network.
Biomed. Signal Process. Control.
Peng Xiong, Liang Yang, Jieshuo Zhang, Jinpeng Xu, Jianli Yang, Hongrui Wang, Xiuling Liu
2023 J jnl
FCG-Net: An innovative full-scale connected network for thyroid nodule segmentation in ultrasound images.
Biomed. Signal Process. Control.
Jiajun Shao, Tongtong Pan, LiWen Fan, Zhenyan Li, Jianli Yang, Shuai Zhang, Jian Zhang, Dazhi Chen, Xintian Zhu, Hao Chen, Xiuling Liu
2023 J jnl
Intelligent prediction of sudden cardiac death based on multi-domain feature fusion of heart rate variability signals.
EURASIP J. Adv. Signal Process.
Jianli Yang, Zhiqiang Sun, Weiwei Zhu, Peng Xiong, Haiman Du, Xiuling Liu
2023 J jnl
Localization of Myocardial Infarction From 2D-VCG Tensor With DSC-Net.
IEEE Trans. Instrum. Meas.
Peng Xiong, Kunlin Li, Jieshuo Zhang, Cong He, Haiman Du, Jianli Yang, Xiaohua Cao, Zengguang Hou, Xiuling Liu
2022 J jnl
Automated Localization of Myocardial Infarction of Image-Based Multilead ECG Tensor With Tucker2 Decomposition.
IEEE Trans. Instrum. Meas.
Jieshuo Zhang, Ming Liu, Peng Xiong, Haiman Du, Hong Zhang, Guoming Sun, Zengguang Hou, Xiuling Liu
2022 J jnl
Localization of myocardial infarction using a multi-branch weight sharing network based on 2-D vectorcardiogram.
Eng. Appl. Artif. Intell.
Cong He, Ming Liu, Peng Xiong, Jianli Yang, Haiman Du, Jinpeng Xu, Zengguang Hou, Xiuling Liu
2022 J jnl
Response of a neuronal network computational model to infrared neural stimulation.
Frontiers Comput. Neurosci.
Jinzhao Wei, Licong Li, Hao Song, Zhaoning Du, Jianli Yang, Mingsha Zhang, Xiuling Liu
2021 J jnl
A multi-dimensional association information analysis approach to automated detection and localization of myocardial infarction.
Eng. Appl. Artif. Intell.
Jieshuo Zhang, Ming Liu, Peng Xiong, Haiman Du, Hong Zhang, Feng Lin, Zengguang Hou, Xiuling Liu
2021 J jnl
Localization of myocardial infarction with multi-lead ECG based on DenseNet.
Comput. Methods Programs Biomed.
Peng Xiong, Yanping Xue, Jieshuo Zhang, Ming Liu, Haiman Du, Hong Zhang, Zengguang Hou, Hongrui Wang, Xiuling Liu
2021 J jnl
Multi-grained cascade forest model for automatic CAD characterization on ECG segments.
Displays
Peng Xiong, Bing Zhang, Jieshuo Zhang, Jing Li, Ming Liu, Haiman Du, Jianli Yang, Xiuling Liu
2020 J jnl
A Computational Model to Investigate GABA-Activated Astrocyte Modulation of Neuronal Excitation.
Comput. Math. Methods Medicine
Licong Li, Jin Zhou, Hongji Sun, Jing Liu, Hongrui Wang, Xiuling Liu, Changyong Wang
2020 J jnl
Research on Optical Fiber Sensor Localization Based on the Partial Discharge Ultrasonic Characteristics in Long-Distance XLPE Cables.
IEEE Access
Zhiheng Liu, Xiuling Liu, Zhaoyan Zhang, Wenna Zhang, Jianquan Yao
2019 J jnl
A New Approach to Fall Detection Based on Improved Dual Parallel Channels Convolutional Neural Network.
Sensors
Xiaoguang Liu, Huanliang Li, Cunguang Lou, Tie Liang, Xiuling Liu, Hongrui Wang
2016 J jnl
Flexible Graphene Electrodes for Prolonged Dynamic ECG Monitoring.
Sensors
Cunguang Lou, Ruikai Li, Zhaopeng Li, Tie Liang, Zihui Wei, Mingtao Run, Xiaobing Yan, Xiuling Liu
2011 — conf
Innovative design of human pulse reappearance system.
BMEI
Lihui Ma, Meng Dong, Wenping Xin, Zihui Wei, Xiuling Liu
2007 — conf
A Novel Chaotic Neural Network for Function Optimization.
ICONIP (2)
Ting Zhou, Zhenhong Jia, Xiuling Liu