Dong Xu

According to our database, Dong Xu authored at least 22 papers between 2021 and 2026.

Collaborative distances:

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

2026

Investigation of multimodal deep learning models for predicting ovarian tumor malignancy based on ultrasound images and clinical information - a comprehensive comparative study against readers and O-RADS.

Lei Lai, Chen Chen, Yahan Zhou, Vicky Yang Wang, Mengjiao Zhu, Zhiyan Jin, Yan Wu, Chenxia Ma, Qi Zhang, Qi Chen, Dong Xu

BMC Medical Imaging, December, 2026

Breast cancer HER2 status recognition based on dual-modal feature attention fusion network.

Jian Liu, Xinzheng Xue, Yuqi Yan, Qian Song, Liping Wang, Dong Xu

Int. J. Mach. Learn. Cybern., June, 2026

BreastUS-Net: An Attention-Guided Dual-Branch Network With Feature Fusion for Fine-Grained Breast Tumor Classification in Ultrasound Imaging.

Sohaib Asif, Di Ou, Fazal Hadi, Yuqi Yan, Enyu Wang, Yang Zhang, Dong Xu

IEEE J. Biomed. Health Informatics, May, 2026

MVis-Fold: A Three-Dimensional Microvascular Structure Inference Model for Super-Resolution Ultrasound.

Jincao Yao, Ke Zhang, Yahan Zhou, Jiafei Shen, Jie Liu, Mudassar Ali, Bojian Feng, Jiye Chen, Jinlong Fan, Ping Liang, Dong Xu

CoRR, April, 2026

Enhanced 3D tumor synthesis and segmentation framework using multiscale diffusion and hybrid SAM-Swin models across diverse anatomical datasets.

Jincao Yao, Mudassar Ali, Wenjie Zheng, Jiaqi Hu, Jing Wang, Xingze Zou, Haoji Hu, Qiong Luo, Weizeng Zheng, Neng Jin, Dong Xu

Neurocomputing, 2026

Multimodal Nested Attention Network for Lymph Node Metastasis Prediction of Thyroid Carcinoma.

Guojun Li, Jincao Yao, Chanjuan Peng, Yinjie Hu, Xuhan Feng, Jianfeng Yang, Xingyu Gao, Dong Xu, Xiaolin Li, Chulin Sha, Min He

Big Data Min. Anal., 2026

2025

A nomogram for diagnosis of BI-RADS 4 breast nodules based on three-dimensional volume ultrasound.

Xianping Jiang, Chen Chen, Jincao Yao, Liping Wang, Chen Yang, Wei Li, Di Ou, Zhiyan Jin, Yuanzhen Liu, Chanjuan Peng, Yifan Wang, Dong Xu

BMC Medical Imaging, December, 2025

A deep learning based ultrasound diagnostic tool driven by 3D visualization of thyroid nodules.

Yahan Zhou, Chen Chen, Jincao Yao, Jiabin Yu, Bojian Feng, Lin Sui, Yuqi Yan, Xiayi Chen, Yuanzhen Liu, Xiao Zhang, Hui Wang, Qianmeng Pan, Weijie Zou, Qi Zhang, Lu Lin, Chenke Xu, Shengxing Yuan, Qingquan He, Xiaofan Ding, Ping Liang, Vicky Yang Wang, Dong Xu

npj Digit. Medicine, 2025

Multimodal GPT model for assisting thyroid nodule diagnosis and management.

Jincao Yao, Yunpeng Wang, Zhikai Lei, Kai Wang, Na Feng, Fajin Dong, Jianhua Zhou, Xiaoxian Li, Xiang Hao, Jiafei Shen, Shanshan Zhao, Yuan Gao, Vicky Yang Wang, Di Ou, Wei Li, Yidan Lu, Liyu Chen, Chen Yang, Liping Wang, Bojian Feng, Yahan Zhou, Chen Chen, Yuqi Yan, Zhengping Wang, Rongrong Ru, Yaqing Chen, Yanming Zhang, Ping Liang, Dong Xu

npj Digit. Medicine, 2025

The use of large language models in detecting Chinese ultrasound report errors.

Yuqi Yan, Kai Wang, Bojian Feng, Jincao Yao, Tian Jiang, Zhiyan Jin, Yin Zheng, Yahan Zhou, Chen Chen, Lin Sui, Xiayi Chen, Yanhong Du, Jie Yang, Qianmeng Pan, Lingyan Zhou, Vicky Yang Wang, Ping Liang, Dong Xu

npj Digit. Medicine, 2025

MultiResFF-Net: Multilevel Residual Block-Based Lightweight Feature Fused Network With Attention for Gastrointestinal Disease Diagnosis.

Sohaib Asif, Yajun Ying, Tingting Qian, Jun Yao, Jinjie Qu, Vicky Yang Wang, Rongbiao Ying, Dong Xu

Int. J. Intell. Syst., 2025

HMDFF-Net: Hierarchical multi-scale dilated feature fusion network for accurate multiclass diagnosis of brain tumors.

Sohaib Asif, Enyu Wang, Vicky Yang Wang, Dong Xu

Expert Syst. Appl., 2025

Prediction of breast cancer HER2 status changes based on ultrasound radiomics attention network.

Jian Liu, Xinzheng Xue, Yuqi Yan, Qian Song, Yuhu Cheng, Liping Wang, Xuesong Wang, Dong Xu

Comput. Methods Programs Biomed., 2025

A review of the Segment Anything Model (SAM) for medical image analysis: Accomplishments and perspectives.

Mudassar Ali, Tong Wu, Haoji Hu, Qiong Luo, Dong Xu, Weizeng Zheng, Neng Jin, Chen Yang, Jincao Yao

Comput. Medical Imaging Graph., 2025

2024

AI-Generated Content Enhanced Computer-Aided Diagnosis Model for Thyroid Nodules: A ChatGPT-Style Assistant.

Jincao Yao, Yunpeng Wang, Zhikai Lei, Kai Wang, Xiaoxian Li, Jianhua Zhou, Xiang Hao, Jiafei Shen, Zhenping Wang, Rongrong Ru, Yaqing Chen, Yahan Zhou, Chen Chen, Yanming Zhang, Ping Liang, Dong Xu

CoRR, 2024

An Explainable and Lightweight Deep Learning Model with Attention Mechanism for Efficient Lung Disease Detection.

Tingting Qian, Sohaib Asif, Yuke Lin, Jincao Yao, Enyu Wang, Vicky Yang Wang, Dong Xu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

A new xAI framework with feature explainability for tumors decision-making in Ultrasound data: comparing with Grad-CAM.

Di Song, Jincao Yao, Yitao Jiang, Siyuan Shi, Chen Cui, Liping Wang, Lijing Wang, Huaiyu Wu, Hongtian Tian, Xiuqin Ye, Di Ou, Wei Li, Na Feng, Weiyun Pan, Mei Song, Jinfeng Xu, Dong Xu, Linghu Wu, Fajin Dong

Comput. Methods Programs Biomed., June, 2023

Classification regularized dimensionality reduction improves ultrasound thyroid nodule diagnostic accuracy and inter-observer consistency.

Wenli Dai, Yan Cui, Peiyi Wang, Hao Wu, Lei Zhang, Yeping Bian, Yingying Li, Yutao Li, Hairong Hu, Jiaqi Zhao, Dong Xu, Dexing Kong, Yajuan Wang, Lei Xu

Comput. Biol. Medicine, March, 2023

2022

DeepThy-Net: A Multimodal Deep Learning Method for Predicting Cervical Lymph Node Metastasis in Papillary Thyroid Cancer.

Jincao Yao, Zhikai Lei, Wenwen Yue, Bojian Feng, Wei Li, Di Ou, Na Feng, Yidan Lu, Jing Xu, Wencong Chen, Chen Yang, Lijing Wang, Liping Wang, Junping Liu, Peiying Wei, Huixiong Xu, Dong Xu

Adv. Intell. Syst., 2022

Region Aware Transformer for Automatic Breast Ultrasound Tumor Segmentation.

Xiner Zhu, Haoji Hu, Hualiang Wang, Jincao Yao, Wei Li, Di Ou, Dong Xu

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Residual Swin Transformer Unet with Consistency Regularization for Automatic Breast Ultrasound Tumor Segmentation.

Xianwei Zhuang, Xiner Zhu, Haoji Hu, Jincao Yao, Wei Li, Chen Yang, Liping Wang, Na Feng, Dong Xu

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

No-reference noisy image quality assessment incorporating features of entropy, gradient, and kurtosis.

Heng Yao, Ben Ma, Mian Zou, Dong Xu, Jincao Yao

Frontiers Inf. Technol. Electron. Eng., 2021