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2020 – today
- 2025
[j11]Liang Xu
, Pengwu Song, Shilu Zhu, Yang Zhang, Ru Zhang, Zhiyuan Zheng, Qingdong Zhang, Jie Gao, Chen Han, Mingzhai Sun, Peng Yao, Min Ye, Ronald X. Xu:
Label-free prediction of vascular connectivity in perfused microvascular networks in vitro. Comput. Methods Programs Biomed. 271: 108953 (2025)- [j10]Hui Liu, Ziyi Chen, Peilin Li, Yuan-Zhi Liu, Xiangtao Liu, Ronald X. Xu, Mingzhai Sun:
Resource-efficient instruction tuning of large language models for biomedical named entity recognition. J. Biomed. Informatics 170: 104896 (2025) - [j9]Yi Cheng, Peng Yao, Liang Xu, Mingxiao Chen, Peng Liu, Pengfei Shao, Shuwei Shen, Ronald X. Xu:
DCST: Dual Cross-Supervision for Transformer-based Unsupervised Domain Adaptation. Neural Networks 181: 106749 (2025) - [j8]Zhiping Wang, Peng Yao, Shuwei Shen, Pengfei Shao, Wei Ren, Liang Zeng, Mingzhai Sun, Ronald X. Xu:
DMCA-Net: Dual-branch multi-granularity hierarchical contrast and cross-attention network for cervical abnormal cell detection. Neural Networks 192: 107890 (2025) - [c1]Yulong Liu, Wenqing Ye, Hui Liu, Ziyi Chen, Peilin Li, Ronald X. Xu, Mingzhai Sun:
HARP: Harmonization and Adaptive Refinement of Pseudo-labels for Cross-Domain Medical Image Segmentation. MICCAI (6) 2025: 311-321 - [i7]Liang Xu, Pengwu Song, Shilu Zhu, Yang Zhang, Ru Zhang, Zhiyuan Zheng, Qingdong Zhang, Jie Gao, Chen Han, Mingzhai Sun, Peng Yao, Min Ye, Ronald X. Xu:
Label-free Prediction of Vascular Connectivity in Perfused Microvascular Networks in vitro. CoRR abs/2502.17759 (2025) - [i6]Yibo Qiu, Zan Huang, Zhiyu Wang, Handi Liu, Yiling Qiao, Yifeng Hu, Shu'ang Sun, Hangke Peng, Ronald X. Xu, Mingzhai Sun:
BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments. CoRR abs/2507.01485 (2025) - 2024
- [j7]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: 106301 (2024) - [j6]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: 108458 (2024) - [j5]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): 10391-10410 (2024) - [j4]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): 10411 (2024) - [j3]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): 3501-3512 (2024) - [j2]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): 1237-1246 (2024) - 2023
- [i5]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 abs/2307.14588 (2023) - 2022
- [j1]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): 1242-1254 (2022) - [i4]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 abs/2205.12117 (2022) - 2021
- [i3]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 abs/2101.02353 (2021) - [i2]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 abs/2102.01284 (2021) - [i1]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 abs/2107.13200 (2021)
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