Removal of non-informative frames for wireless capsule endoscopy video segmentation. - Zhe Sun; Baopu Li; Ran Zhou 002; Huimin Zheng; Max Q.-H. Meng (ICAL, 2012)

Wireless capsule endoscopy video automatic segmentation. - Ran Zhou 002; Baopu Li; Zhe Sun; Chao Hu; Max Q.-H. Meng (ROBIO, 2012)

A novel method for capsule endoscopy video automatic segmentation. - Ran Zhou 002; Baopu Li; Hongmei Zhu; Max Q.-H. Meng (IROS, 2013)

U-Net based automatic carotid plaque segmentation from 3D ultrasound images. - Ran Zhou 002; Wei Ma; Aaron Fenster; Mingyue Ding (Computer-Aided Diagnosis, 2019)

Fractal dimension based carotid plaque characterization from three-dimensional ultrasound images. - Ran Zhou 002; Yongkang Luo 002; Aaron Fenster; John David Spence; Mingyue Ding (Medical Biol. Eng. Comput., 2019)

A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images. - Ran Zhou 002; Fumin Guo; M. Reza Azarpazhooh; John David Spence; Eranga Ukwatta; Mingyue Ding; Aaron Fenster (IEEE Trans. Medical Imaging, 2020)

Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images. - Ran Zhou 002; Fumin Guo; M. Reza Azarpazhooh; Samineh Hashemi; Xinyao Cheng; John David Spence; Mingyue Ding; Aaron Fenster (IEEE J. Biomed. Health Informatics, 2021)

Hierarchical Pooling Graph Convolutional Neural Network for Alzheimer's Disease Diagnosis. - Wenya Liu; Zhi Yang 006; Haitao Gan; Zhongwei Huang; Ran Zhou 002; Ming Shi 001 (PRICAI (1), 2022)

VaeSSC: Enhanced GRN Inference with Structural Similarity Constrained Beta-VAE. - Hongmin Zhang; Ming Shi 001; Zhongwei Huang; Zhi Yang 006; Ran Zhou 002; Haitao Gan (PRICAI (1), 2022)

MSRAformer: Multiscale spatial reverse attention network for polyp segmentation. - Cong Wu; Cheng Long; Shijun Li 003; Junjie Yang; Fagang Jiang; Ran Zhou 002 (Comput. Biol. Medicine, 2022)

SSTVC: Carotid Plaque Classification from Ultrasound Images Using Self-supervised Triple-View Contrast Learning. - Cheng Li; Xiaoyue Fang; Ran Zhou 002; Zhi Yang 006; Haitao Gan (ICIC (3), 2023)

LDW-RS Loss: Label Density-Weighted Loss with Ranking Similarity Regularization for Imbalanced Deep Fetal Brain Age Regression. - Yang Liu; Siru Wang; Wei Xia; Aaron Fenster; Haitao Gan; Ran Zhou 002 (ICONIP (10), 2023)

SAL-Net: Semi-Supervised Auxiliary Learning Network for Carotid Plaques Classification. - Lingchao Fu; Haitao Gan; Weiyan Gan; Zhi Yang 006; Ran Zhou 002; Furong Wang (SMC, 2023)

Semi-Supervised Carotid Plaque Image Classification Using Feature Correction and Pseudo-Label Balance Correction. - Wenjie Yu; Weiyan Gan; Furong Wang; Zhi Yang 006; Ming Shi 001; Ran Zhou 002 (SMC, 2023)

A multi-task learning framework for carotid plaque segmentation and classification from ultrasound images. - Haitao Gan; Ran Zhou 002; Yanghan Ou; Furong Wang; Xinyao Cheng; Xiaoyan Wu; Aaron Fenster (CoRR, 2023)

Safe semi-supervised clustering based on Dempster-Shafer evidence theory. - Haitao Gan; Zhi Yang 006; Ran Zhou 002; Li Guo; Zhiwei Ye; Rui Huang 001 (Eng. Appl. Artif. Intell., 2023)

Adaptive safety-aware semi-supervised clustering. - Haitao Gan; Zhi Yang 006; Ran Zhou 002 (Expert Syst. Appl., 2023)

An adaptively weighted ensemble of multiple CNNs for carotid ultrasound image segmentation. - Ran Zhou 002; Furong Wang; Xiaoyue Fang; Aaron Fenster; Haitao Gan (Biomed. Signal Process. Control., 2023)

Contrastive pre-training of Soft-Clustering GCN for diagnosing Alzheimer's disease. - Sihui Ge; Zhi Yang 006; Haitao Gan; Zhongwei Huang; Ran Zhou 002; Ji Wang (IJCNN, 2024)

Adaptive Sparse Learning Based on Flexible Graph Embedding for Parkinson's Disease Diagnosis. - Zhongwei Huang; Jianqiang Li 005; Jiatao Yang; Ran Zhou 002; Jun Wan; Haitao Gan (IJCNN, 2024)

Alzheimer's disease classification based on brain region-to-sample graph convolutional network. - Zhi Yang 006; Wenya Liu; Haitao Gan; Zhongwei Huang; Ran Zhou 002; Ming Shi 001 (Biomed. Signal Process. Control., 2024)

Tri-correcting: Label noise correction via triple CNN ensemble for carotid plaque ultrasound image classification. - Ran Zhou 002; Weiyan Gan; Furong Wang; Zhi Yang 006; Zhongwei Huang; Haitao Gan (Biomed. Signal Process. Control., 2024)

JoCoRank: Joint correlation learning with ranking similarity regularization for imbalanced fetal brain age regression. - Ran Zhou 002; Yang Liu; Wei Xia; Yu Guo; Zhongwei Huang; Haitao Gan; Aaron Fenster (Comput. Biol. Medicine, 2024)

An image registration-based self-supervised Su-Net for carotid plaque ultrasound image segmentation. - Jing Ding; Ran Zhou 002; Xiaoyue Fang; Furong Wang; Ji Wang; Haitao Gan; Aaron Fenster (Comput. Methods Programs Biomed., 2024)

WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification. - Haitao Gan; Lingchao Fu; Ran Zhou 002; Weiyan Gan; Furong Wang; Xiaoyan Wu; Zhi Yang 006; Zhongwei Huang (Eng. Appl. Artif. Intell., 2024)

Discrimination-aware safe semi-supervised clustering. - Haitao Gan; Weiyan Gan; Zhi Yang 006; Ran Zhou 002 (Inf. Sci., 2024)

DSCA-Net: Double-stage Codec Attention Network for automatic nuclear segmentation. - Zhiwei Ye; Bin Hu 028; Haigang Sui; Mengqing Mei; Liye Mei; Ran Zhou 002 (Biomed. Signal Process. Control., 2024)

Incomplete Multimodal Alzheimer's Disease Classification via Bidirectional GAN and Spectral Graph Learning. - Bo Cheng; Zhi Yang 006; Haitao Gan; Zhongwei Huang; Ran Zhou 002; Ming Shi 001; Lei Cheng (ICIC (9), 2025)

A Multi-task Learning Framework for Carotid Plaque Area Measurement in Imbalanced Datasets. - Xinyan Fan; Zhenyu Gan; Jiyu Tao; Xinyao Cheng; Ji Wang; Ran Zhou 002; Zhongwei Huang; Haitao Gan (ICIC (17), 2025)

Localized Neighborhood Label Distribution Learning with Manifold-Regularization for Fetal Brain Age Estimation from MRI. - Yiyuan Zhou; Ran Zhou 002; Wei Xia; Yu Guo; Zhongwei Huang; Haitao Gan (ICIC (5), 2025)

Incomplete multi-view feature selection with adaptive consensus graph constraint for Parkinson's disease diagnosis. - Zhongwei Huang; Jianqiang Li 005; Jun Wan; Jianxia Chen; Zhi Yang 006; Ming Shi 001; Ran Zhou 002; Haitao Gan (Appl. Soft Comput., 2025)

Parkinson's disease classification and prediction via adaptive sparse learning from multiple modalities. - Zhongwei Huang; Jianqiang Li 005; Jiatao Yang; Jun Wan; Jianxia Chen; Zhi Yang 006; Ming Shi 001; Ran Zhou 002; Haitao Gan (Biomed. Signal Process. Control., 2025)

SML-Net: Semi-supervised multi-task learning network for carotid plaque segmentation and classification. - Haitao Gan; Liang Liu; Furong Wang; Zhi Yang 006; Zhongwei Huang; Ran Zhou 002 (Comput. Medical Imaging Graph., 2025)

FeaCL: Carotid plaque classification from ultrasound images using feature-level and instance-level contrast learning. - Cheng Li; Kai Wang; Haitao Gan; Ran Zhou 002; Xinyao Cheng; Zhi Yang 006 (Comput. Medical Imaging Graph., 2025)

Adaptive feature selection with flexible mapping for diagnosis and prediction of Parkinson's disease. - Zhongwei Huang; Jianqiang Li 005; Jiatao Yang; Jun Wan; Jianxia Chen; Zhi Yang 006; Ming Shi 001; Ran Zhou 002; Haitao Gan (Eng. Appl. Artif. Intell., 2025)