Ronald X. Xu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Imbalanced Data

Top Venues

IEEE Trans. Medical Imaging

Neural Comput. Appl.

Biomed. Signal Process. Control.

Publications

Hui Liu, Wenteng Gao, Lei Yang, Di Wu, Dehan Zhao, Kun Chen, Jicheng Liu, Yu Ye, Ronald X. Xu, Mingzhai Sun
Semantic uncertainty Guided Cross-Transformer for enhanced macular edema segmentation in OCT images. Comput. Biol. Medicine 174 (2024)
Zheng Zhang, Peng Yao, Mingxiao Chen, Liang Zeng, Pengfei Shao, Shuwei Shen, Ronald X. Xu
SCAC: A Semi-Supervised Learning Approach for Cervical Abnormal Cell Detection. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Liang Xu, Yi Cheng, Fan Zhang, Bingxuan Wu, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu
Phased progressive learning with coupling-regulation-imbalance loss for imbalanced data classification. Neural Comput. Appl. 36 (18) (2024)
Jicheng Liu, Wenteng Gao, Dehan Zhao, Lei Yang, Peng Liu, Ronald X. Xu, Mingzhai Sun
Spectral reconstruction of fundus images using retinex-based semantic spectral separation transformer, applied for retinal oximetry. Biomed. Signal Process. Control. 94 (2024)
Jicheng Liu, Hui Liu, Huazhu Fu, Yu Ye, Kun Chen, Yu Lu, Jianbo Mao, Ronald X. Xu, Mingzhai Sun
Edge-Guided Contrastive Adaptation Network for Arteriovenous Nicking Classification Using Synthetic Data. IEEE Trans. Medical Imaging 43 (3) (2024)
Liang Xu, Yi Cheng, Fan Zhang, Bingxuan Wu, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu
Correction: Phased progressive learning with coupling-regulation-imbalance loss for imbalanced data classification. Neural Comput. Appl. 36 (18) (2024)
Liang Xu, Mingxiao Chen, Yi Cheng, Pengfei Shao, Shuwei Shen, Peng Yao, Ronald X. Xu
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation. CoRR (2023)
Liang Xu, Yi Cheng, Fan Zhang, Bingxuan Wu, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Classification. CoRR (2022)
Peng Yao, Shuwei Shen, Mengjuan Xu, Peng Liu, Fan Zhang, Jinyu Xing, Pengfei Shao, Benjamin Kaffenberger, Ronald X. Xu
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification. IEEE Trans. Medical Imaging 41 (5) (2022)
Shuwei Shen, Mengjuan Xu, Fan Zhang, Pengfei Shao, Honghong Liu, Liang Xu, Chi Zhang, Peng Liu, Zhihong Zhang, Peng Yao, Ronald X. Xu
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification. CoRR (2021)
Peng Yao, Shuwei Shen, Mengjuan Xu, Peng Liu, Fan Zhang, Jinyu Xing, Pengfei Shao, Benjamin Kaffenberger, Ronald X. Xu
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification. CoRR (2021)
Fan Zhang, Bo Pan, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu
An explainable two-dimensional single model deep learning approach for Alzheimer's disease diagnosis and brain atrophy localization. CoRR (2021)