Qinqun Chen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Automatic Classification

Fuzzy Clustering Algorithms

Active Learning

Top Venues

Biomed. Signal Process. Control.

BMC Medical Informatics Decis. Mak.

Publications

Jialu Li, Jun Li, Chenshuo Guo, Qinqun Chen, Guiqing Liu, Li Li, Xiaomu Luo, Hang Wei
Multicentric intelligent cardiotocography signal interpretation using deep semi-supervised domain adaptation via minimax entropy and domain invariance. Comput. Methods Programs Biomed. 249 (2024)
Li Chen, Yue Fei, Bin Quan, Yuexing Hao, Qinqun Chen, Guiqing Liu, Xiaomu Luo, Li Li, Hang Wei
DANNMCTG: Domain-Adversarial Training of Neural Network for multicenter antenatal cardiotocography signal classification. Biomed. Signal Process. Control. 94 (2024)
Zhen Cao, Guoqiang Wang, Ling Xu, Chaowei Li, Yuexing Hao, Qinqun Chen, Xia Li, Guiqing Liu, Hang Wei
Intelligent antepartum fetal monitoring via deep learning and fusion of cardiotocographic signals and clinical data. Health Inf. Sci. Syst. 11 (1) (2023)
Junyuan Feng, Jincheng Liang, Zihan Qiang, Yuexing Hao, Xia Li, Li Li, Qinqun Chen, Guiqing Liu, Hang Wei
A hybrid stacked ensemble and Kernel SHAP-based model for intelligent cardiotocography classification and interpretability. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Ling Xu, Guoqiang Wang, Zhen Cao, Qinqun Chen, Guiqing Liu, Hang Wei
Research on multimodal deep learning based on CNN and ViT for intrapartum fetal monitoring. BIBM (2023)
Liyan Zhong, Shiyao Huang, Xia Li, Guiqing Liu, Qinqun Chen, Xiaomu Luo, Yuexing Hao, Jiaming Hong, Hang Wei
Association rule analysis for fetal heart rate pattern of late FGR. BIBM (2022)
Yue Fei, Fan Chen, Lifang He, Jiamin Chen, Yuexing Hao, Xia Li, Guiqing Liu, Qinqun Chen, Li Li, Hang Wei
Intelligent classification of antenatal cardiotocography signals via multimodal bidirectional gated recurrent units. Biomed. Signal Process. Control. 78 (2022)
Bin Quan, Manli Yang, Xia Li, Qinqun Chen, Guiqing Liu, Jiaming Hong, Zhifeng Hao, Li Li, Hang Wei
Research on the Design of Active Learning Algorithm based on Query-by-Committee for Intelligent Fetal Monitoring. BIBM (2021)
Yandi Chen, Ao Guo, Qinqun Chen, Bin Quan, Guiqing Liu, Li Li, Jiaming Hong, Hang Wei, Zhifeng Hao
Intelligent classification of antepartum cardiotocography model based on deep forest. Biomed. Signal Process. Control. 67 (2021)
Junyuan Feng, Jincheng Liang, Zihan Qiang, Xia Li, Qinqun Chen, Guiqing Liu, Jiaming Hong, Zhifeng Hao, Hang Wei
Effective techniques for intelligent cardiotocography interpretation using XGB-RF feature selection and stacking fusion. BIBM (2021)
Liting Huang, Zhiying Jiang, Ruichu Cai, Li Li, Qinqun Chen, Jiaming Hong, Zhifeng Hao, Hang Wei
Investigating the interpretability of fetal status assessment using antepartum cardiotocographic records. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Yue Fei, Xiaoqian Huang, Qinqun Chen, Jiamin Chen, Li Li, Jiaming Hong, Zhifeng Hao, Hang Wei
Automatic Classification of Antepartum Cardiotocography Using Fuzzy Clustering and Adaptive Neuro -Fuzzy Inference System. BIBM (2020)
Jiaying Chen, Xiaocong Liu, Hang Wei, Qinqun Chen, Jiaming Hong, Qiongna Li, Zhifeng Hao
Imbalanced Cardiotocography Multi-classification for Antenatal Fetal Monitoring Using Weighted Random Forest. ICSH (2019)
Hang Wei, Li Lin, Honglai Zhang, Yangyang Xu, Shao-dong Deng, Jiajing Yu, Jiaming Hong, Rui Chen, Qinqun Chen
Fuzzy clustering algorithms for identification of Exocarpium Citrus Grandis through chromatography. Soft Comput. 21 (5) (2017)
Hang Wei, Zhifeng Hao, Han Huang, Gang Li, Qinqun Chen
A Real Adjacency Matrix-Coded Differential Evolution Algorithm for Traveling Salesman Problems. BIC-TA (2) (2016)
Hang Wei, Ziping Li, Honglai Zhang, Qinqun Chen, Zhao-hui Liang, Li-Sha Chen
Application of patient-reported outcomes in clinical evaluation of acupuncture for cervical spondylosis with artificial neural network. BIBM (2013)
Hang Wei, Li Lin, Qinqun Chen, Honglai Zhang, Shao-dong Deng, Cai-xia Liang
Deriving mutual modes from HPLC fingerprints of traditional Chinese medicine with non-negative matrix factorization. BIBM (2013)
Hang Wei, Li Lin, Honglai Zhang, Qinqun Chen
Automatic identification peaks in chromatographic fingerprints based on fuzzy matching. FSKD (2012)