Ran Zhou

According to our database, Ran Zhou authored at least 28 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Parkinson's disease classification and prediction via adaptive sparse learning from multiple modalities.

Zhongwei Huang, Jianqiang Li, Jiatao Yang, Jun Wan, Jianxia Chen, Zhi Yang, Ming Shi, Ran Zhou, Haitao Gan

Biomed. Signal Process. Control., 2025

2024

DSCA-Net: Double-stage Codec Attention Network for automatic nuclear segmentation.

Zhiwei Ye, Bin Hu, Haigang Sui, Mengqing Mei, Liye Mei, Ran Zhou

Biomed. Signal Process. Control., February, 2024

Discrimination-aware safe semi-supervised clustering.

Haitao Gan, Weiyan Gan, Zhi Yang, Ran Zhou

Inf. Sci., 2024

WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification.

Haitao Gan, Lingchao Fu, Ran Zhou, Weiyan Gan, Furong Wang, Xiaoyan Wu, Zhi Yang, Zhongwei Huang

Eng. Appl. Artif. Intell., 2024

An image registration-based self-supervised Su-Net for carotid plaque ultrasound image segmentation.

Jing Ding, Ran Zhou, Xiaoyue Fang, Furong Wang, Ji Wang, Haitao Gan, Aaron Fenster

Comput. Methods Programs Biomed., 2024

JoCoRank: Joint correlation learning with ranking similarity regularization for imbalanced fetal brain age regression.

Ran Zhou, Yang Liu, Wei Xia, Yu Guo, Zhongwei Huang, Haitao Gan, Aaron Fenster

Comput. Biol. Medicine, 2024

Tri-correcting: Label noise correction via triple CNN ensemble for carotid plaque ultrasound image classification.

Ran Zhou, Weiyan Gan, Furong Wang, Zhi Yang, Zhongwei Huang, Haitao Gan

Biomed. Signal Process. Control., 2024

Alzheimer's disease classification based on brain region-to-sample graph convolutional network.

Zhi Yang, Wenya Liu, Haitao Gan, Zhongwei Huang, Ran Zhou, Ming Shi

Biomed. Signal Process. Control., 2024

Adaptive Sparse Learning Based on Flexible Graph Embedding for Parkinson's Disease Diagnosis.

Zhongwei Huang, Jianqiang Li, Jiatao Yang, Ran Zhou, Jun Wan, Haitao Gan

Proceedings of the International Joint Conference on Neural Networks, 2024

Contrastive pre-training of Soft-Clustering GCN for diagnosing Alzheimer's disease.

Sihui Ge, Zhi Yang, Haitao Gan, Zhongwei Huang, Ran Zhou, Ji Wang

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

An adaptively weighted ensemble of multiple CNNs for carotid ultrasound image segmentation.

Ran Zhou, Furong Wang, Xiaoyue Fang, Aaron Fenster, Haitao Gan

Biomed. Signal Process. Control., May, 2023

Adaptive safety-aware semi-supervised clustering.

Haitao Gan, Zhi Yang, Ran Zhou

Expert Syst. Appl., 2023

Safe semi-supervised clustering based on Dempster-Shafer evidence theory.

Haitao Gan, Zhi Yang, Ran Zhou, Li Guo, Zhiwei Ye, Rui Huang

Eng. Appl. Artif. Intell., 2023

A multi-task learning framework for carotid plaque segmentation and classification from ultrasound images.

Haitao Gan, Ran Zhou, Yanghan Ou, Furong Wang, Xinyao Cheng, Xiaoyan Wu, Aaron Fenster

CoRR, 2023

Semi-Supervised Carotid Plaque Image Classification Using Feature Correction and Pseudo-Label Balance Correction.

Wenjie Yu, Weiyan Gan, Furong Wang, Zhi Yang, Ming Shi, Ran Zhou

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

SAL-Net: Semi-Supervised Auxiliary Learning Network for Carotid Plaques Classification.

Lingchao Fu, Haitao Gan, Weiyan Gan, Zhi Yang, Ran Zhou, Furong Wang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 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

Proceedings of the Neural Information Processing - 30th International Conference, 2023

SSTVC: Carotid Plaque Classification from Ultrasound Images Using Self-supervised Triple-View Contrast Learning.

Cheng Li, Xiaoyue Fang, Ran Zhou, Zhi Yang, Haitao Gan

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

2022

MSRAformer: Multiscale spatial reverse attention network for polyp segmentation.

Cong Wu, Cheng Long, Shijun Li, Junjie Yang, Fagang Jiang, Ran Zhou

Comput. Biol. Medicine, 2022

VaeSSC: Enhanced GRN Inference with Structural Similarity Constrained Beta-VAE.

Hongmin Zhang, Ming Shi, Zhongwei Huang, Zhi Yang, Ran Zhou, Haitao Gan

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022

Hierarchical Pooling Graph Convolutional Neural Network for Alzheimer's Disease Diagnosis.

Wenya Liu, Zhi Yang, Haitao Gan, Zhongwei Huang, Ran Zhou, Ming Shi

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022

2021

Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images.

Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, Samineh Hashemi, Xinyao Cheng, John David Spence, Mingyue Ding, Aaron Fenster

IEEE J. Biomed. Health Informatics, 2021

2020

A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images.

Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, John David Spence, Eranga Ukwatta, Mingyue Ding, Aaron Fenster

IEEE Trans. Medical Imaging, 2020

2019

Fractal dimension based carotid plaque characterization from three-dimensional ultrasound images.

Ran Zhou, Yongkang Luo, Aaron Fenster, John David Spence, Mingyue Ding

Medical Biol. Eng. Comput., 2019

U-Net based automatic carotid plaque segmentation from 3D ultrasound images.

Ran Zhou, Wei Ma, Aaron Fenster, Mingyue Ding

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

2013

A novel method for capsule endoscopy video automatic segmentation.

Ran Zhou, Baopu Li, Hongmei Zhu, Max Q.-H. Meng

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

2012

Wireless capsule endoscopy video automatic segmentation.

Ran Zhou, Baopu Li, Zhe Sun, Chao Hu, Max Q.-H. Meng

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Removal of non-informative frames for wireless capsule endoscopy video segmentation.

Zhe Sun, Baopu Li, Ran Zhou, Huimin Zheng, Max Q.-H. Meng

Proceedings of the 2012 IEEE International Conference on Automation and Logistics, 2012