A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei. - Youyi Song; Ling Zhang 002; Siping Chen; Dong Ni 001; Baopu Li; Yongjing Zhou; Baiying Lei; Tianfu Wang 001 (EMBC, 2014)

Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance. - Youyi Song; Dong Ni 001; Liang He; Siping Chen; Bai Ying Lei; Tianfu Wang 001 (ICDM Workshops, 2014)

Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning. - Youyi Song; Ling Zhang 002; Siping Chen; Dong Ni 001; Bai Ying Lei; Tianfu Wang 001 (IEEE Trans. Biomed. Eng., 2015)

Segmenting overlapping cervical cell in Pap smear images. - Youyi Song; Jie-Zhi Cheng; Dong Ni 001; Siping Chen; Bai Ying Lei; Tianfu Wang 001 (ISBI, 2016)

Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis. - Youyi Song; Liang He; Feng Zhou 003; Siping Chen; Dong Ni 001; Bai Ying Lei; Tianfu Wang 001 (IEEE J. Biomed. Health Informatics, 2017)

Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images. - Youyi Song; Ee-Leng Tan; Xudong Jiang 001; Jie-Zhi Cheng; Dong Ni 001; Siping Chen; Bai Ying Lei; Tianfu Wang 001 (IEEE Trans. Medical Imaging, 2017)

Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments. - Youyi Song; Jing Qin 001; Baiying Lei; Kup-Sze Choi (AAAI, 2018)

JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear Images. - Youyi Song; Jing Qin 001; Baiying Lei; Shengfeng He; Kup-Sze Choi (ISBI, 2019)

Noise-Identified Kalman Filter for Short-Term Traffic Flow Forecasting. - Shuangyi Zhang; Youyi Song; Dazhi Jiang; Teng Zhou; Jing Qin 001 (MSN, 2019)

Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images". - Youyi Song; Ee-Leng Tan; Xudong Jiang 001; Jie-Zhi Cheng; Baiying Lei; Tianfu Wang 001 (IEEE Trans. Medical Imaging, 2019)

Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments. - Youyi Song; Lei Zhu 003; Jing Qin 001; Baiying Lei; Bin Sheng 001; Kup-Sze Choi (IEEE Trans. Medical Imaging, 2019)

CNN in CT Image Segmentation: Beyond Loss Function for Exploiting Ground Truth Images. - Youyi Song; Zhen Yu; Teng Zhou; Jeremy Yuen-Chun Teoh; Baiying Lei; Kup-Sze Choi; Jing Qin 001 (ISBI, 2020)

Learning 3D Features with 2D CNNs via Surface Projection for CT Volume Segmentation. - Youyi Song; Zhen Yu; Teng Zhou; Jeremy Yuen-Chun Teoh; Baiying Lei; Kup-Sze Choi; Jing Qin 001 (MICCAI (4), 2020)

Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms. - Youyi Song; Lei Zhu 003; Baiying Lei; Bin Sheng 001; Qi Dou 001; Jing Qin 001; Kup-Sze Choi (MICCAI (4), 2020)

Unsupervised Learning for CT Image Segmentation via Adversarial Redrawing. - Youyi Song; Teng Zhou; Jeremy Yuen-Chun Teoh; Jing Zhang 051; Jing Qin 001 (MICCAI (4), 2020)

PSO-ELM: A Hybrid Learning Model for Short-Term Traffic Flow Forecasting. - Weihong Cai; Junjie Yang 007; Yidan Yu; Youyi Song; Teng Zhou; Jing Qin 001 (IEEE Access, 2020)

A Sample-Rebalanced Outlier-Rejected k-Nearest Neighbor Regression Model for Short-Term Traffic Flow Forecasting. - Lingru Cai; Yidan Yu; Shuangyi Zhang; Youyi Song; Zhi Xiong 001; Teng Zhou (IEEE Access, 2020)

An Audio Data Representation for Traffic Acoustic Scene Recognition. - Dazhi Jiang; Dongmin Huang; Youyi Song; Kaichao Wu; Huakang Lu; Quanquan Liu 002; Teng Zhou (IEEE Access, 2020)

Relationship Between Health Status and Physical Fitness of College Students From South China: An Empirical Study by Data Mining Approach. - Jiajun Wang; Zixin Xie; Yan Li 064; Youyi Song; Jingwen Yan; Weihua Bai; Teng Zhou; Jing Qin 001 (IEEE Access, 2020)

CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images. - Youyi Song; Zhen Yu; Teng Zhou; Jeremy Yuen-Chun Teoh; Baiying Lei; Kup-Sze Choi; Jing Qin 001 (CoRR, 2020)

Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation. - Youyi Song; Lei Zhu 003; Baiying Lei; Bin Sheng 001; Qi Dou 001; Jing Qin 001; Kup-Sze Choi (CoRR, 2020)

Acsnet: Adaptive Cross-Scale Network with Feature Maps Refusion for Vehicle Density Detection. - Zuhao Ge; Yuhui Li; Cheng Liang; Youyi Song; Teng Zhou; Jing Qin 001 (ICME, 2021)

Selective Learning from External Data for CT Image Segmentation. - Youyi Song; Lequan Yu; Baiying Lei; Kup-Sze Choi; Jing Qin 001 (MICCAI (1), 2021)

A Noise-Immune Boosting Framework for Short-Term Traffic Flow Forecasting. - Shiqiang Zheng; Shuangyi Zhang; Youyi Song; Zhizhe Lin; Dazhi Jiang; Teng Zhou (Complex., 2021)

A temporal-aware LSTM enhanced by loss-switch mechanism for traffic flow forecasting. - Huakang Lu; Zuhao Ge; Youyi Song; Dazhi Jiang; Teng Zhou; Jing Qin 001 (Neurocomputing, 2021)

Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images. - Huisi Wu; Zhaoze Wang; Youyi Song; Lin Yang; Jing Qin 001 (CVPR, 2022)

C3Net: A Cross-Channel Cross-Scale and Cross-Stage Network for Single Image Super-Resolution. - Wei Wang; Yu Luo 004; Jie Ling 002; Youyi Song; Teng Zhou (ICME, 2022)

Fuzzy Structural Broad Learning for Breast Cancer Classification. - Tianhong Quan; Ye Yuan; Youyi Song; Teng Zhou; Jing Qin 001 (ISBI, 2022)

Deformable Lung CT Registration by Decomposing Large Deformation. - Jing Zou; Lihao Liu; Youyi Song; Kup-Sze Choi; Jing Qin 001 (WBIR, 2022)

Mutual gain adaptive network for segmenting brain stroke lesions. - Boyu Huang; Guanru Tan; Haowen Dou; Zhihan Cui; Youyi Song; Teng Zhou (Appl. Soft Comput., 2022)

Small dataset solves big problem: An outlier-insensitive binary classifier for inhibitory potency prediction. - Teng Zhou; Haowen Dou; Jie Tan; Youyi Song; Fei Wang 056; Jiaqi Wang 007 (Knowl. Based Syst., 2022)

Noise-Immune Extreme Ensemble Learning for Early Diagnosis of Neuropsychiatric Systemic Lupus Erythematosus. - Ye Yuan; Tianhong Quan; Youyi Song; Jitian Guan; Teng Zhou; Renhua Wu (IEEE J. Biomed. Health Informatics, 2022)

Δfree-LSTM: An error distribution free deep learning for short-term traffic flow forecasting. - Weiwei Fang; Wenhao Zhuo; Youyi Song; Jingwen Yan; Teng Zhou; Jing Qin 001 (Neurocomputing, 2023)

Data Discernment for Affordable Training in Medical Image Segmentation. - Youyi Song; Lequan Yu; Baiying Lei; Kup-Sze Choi; Jing Qin 001 (IEEE Trans. Medical Imaging, 2023)

Spatial dynamic graph convolutional network for traffic flow forecasting. - Huaying Li; Shumin Yang; Youyi Song; Yu Luo 004; Junchao Li; Teng Zhou (Appl. Intell., 2023)

Feature Masking on Non-Overlapping Regions for Detecting Dense Cells in Blood Smear Image. - Huisi Wu; Canfeng Lin; Jiasheng Liu; Youyi Song; Zhenkun Wen; Jing Qin 001 (IEEE Trans. Medical Imaging, 2023)

Gravitational search algorithm-extreme learning machine for COVID-19 active cases forecasting. - Boyu Huang; Youyi Song; Zhihan Cui; Haowen Dou; Dazhi Jiang; Teng Zhou; Jing Qin 001 (IET Softw., 2023)

Misclassification Detection via Counterexample Learning for Trustworthy Cervical Cancer Screening. - Li Li; Youyi Song; Xiang Dong; Peng Yang 011; Tianfu Wang 001; Baiying Lei (PRCV (11), 2024)

Overlapping cytoplasms segmentation via constrained multi-shape evolution for cervical cancer screening. - Youyi Song; Ao Zhang; Jinglin Zhou; Yu Luo 004; Zhizhe Lin; Teng Zhou (Artif. Intell. Medicine, 2024)

Unsupervised lung CT image registration via stochastic decomposition of deformation fields. - Jing Zou; Youyi Song; Lihao Liu; Angelica I. Avilés-Rivero; Jing Qin 001 (Comput. Medical Imaging Graph., 2024)

Cell classification with worse-case boosting for intelligent cervical cancer screening. - Youyi Song; Jing Zou; Kup-Sze Choi; Baiying Lei; Jing Qin 001 (Medical Image Anal., 2024)

A noise-immune and attention-based multi-modal framework for short-term traffic flow forecasting. - Guanru Tan; Teng Zhou; Boyu Huang; Haowen Dou; Youyi Song; Zhizhe Lin (Soft Comput., 2024)

From Regression to Classification: Fuzzy Multikernel Subspace Learning for Robust Prediction and Drug Screening. - Tianhong Quan; Ye Yuan; Yu Luo 004; Youyi Song; Teng Zhou; Jiaqi Wang 007 (IEEE Trans. Ind. Informatics, 2024)

Deep Pattern Matching for Energy Consumption Prediction of Complex Structures in Ecological Additive Manufacturing. - Kang Wang 004; Yingkui Zhang; Youyi Song; Jinghua Xu; Shuyou Zhang 001; Jianrong Tan (IEEE Trans. Ind. Informatics, 2024)

Dynamic Loss Weighting for Multiorgan Segmentation in Medical Images. - Youyi Song; Jeremy Yuen-Chun Teoh; Kup-Sze Choi; Jing Qin 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Specificity-Aware Federated Learning With Dynamic Feature Fusion Network for Imbalanced Medical Image Classification. - Guanghui Yue 001; Peishan Wei; Tianwei Zhou; Youyi Song; Cheng Zhao 003; Tianfu Wang 001; Baiying Lei (IEEE J. Biomed. Health Informatics, 2024)

AVPpred-BWR: antiviral peptides prediction via biological words representation. - Zhuoyu Wei; Yongqi Shen; Xiang Tang; Jian Wen; Youyi Song; Mingqiang Wei; Jing Cheng; Xiaolei Zhu 001 (Bioinform., 2025)

Two-way heterogeneity model for dynamic spatiotemporal traffic flow prediction. - Heng Zhang; Zhizhe Lin; Hai Xie; Jinglin Zhou; Youyi Song; Teng Zhou (Knowl. Based Syst., 2025)

An object detection-based model for automated screening of stem-cells senescence during drug screening. - Yu Ren; Youyi Song; Mingzhu Li; Liangge He; Chunlun Xiao; Peng Yang 011; Yongtao Zhang; Cheng Zhao 003; Tianfu Wang 001; Guangqian Zhou; Baiying Lei (Neural Networks, 2025)

Learning From AI-Generated Annotations for Medical Image Segmentation. - Youyi Song; Yuanlin Liu; Zhizhe Lin; Jinglin Zhou; Duo Li; Teng Zhou; Man-Fai Leung (IEEE Trans. Consumer Electron., 2025)

Cost-Effective Active Labeling for Data-Efficient Cervical Cell Classification. - Yuanlin Liu; Zhihan Zhou 007; Mingqiang Wei; Youyi Song (CoRR, 2025)