Mingzhai Sun

25 papers A 1Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A proxy-enhanced and margin-adaptive contrastive learning method for skin lesion diagnosis.
Biomed. Signal Process. Control.
Di Xin, Peng Yao, Chi Zhang, Shuwei Shen, Zhiping Wang, Zhaoheng Han, Yang Shi, Pengfei Shao, Mingzhai Sun, Ronald X. Xu
2026 J jnl
Keyframe-Guided Structured Rewards for Reinforcement Learning in Long-Horizon Laboratory Robotics.
CoRR
Yibo Qiu, Shu'ang Sun, Haoliang Ye, Ronald X. Xu, Mingzhai Sun
2025 J jnl
BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments.
CoRR
Yibo Qiu, Zan Huang, Zhiyu Wang, Handi Liu, Yiling Qiao, Yifeng Hu, Shu'ang Sun, Hangke Peng, Ronald X. Xu, Mingzhai Sun
2025 J jnl
DMCA-Net: Dual-branch multi-granularity hierarchical contrast and cross-attention network for cervical abnormal cell detection.
Neural Networks
Zhiping Wang, Peng Yao, Shuwei Shen, Pengfei Shao, Wei Ren, Liang Zeng, Mingzhai Sun, Ronald X. Xu
2025 — conf
HARP: Harmonization and Adaptive Refinement of Pseudo-labels for Cross-Domain Medical Image Segmentation.
MICCAI (6)
Yulong Liu, Wenqing Ye, Hui Liu, Ziyi Chen, Peilin Li, Ronald X. Xu, Mingzhai Sun
2025 J jnl
Label-free Prediction of Vascular Connectivity in Perfused Microvascular Networks in vitro.
CoRR
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
2025 J jnl
Label-free prediction of vascular connectivity in perfused microvascular networks in vitro.
Comput. Methods Programs Biomed.
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
2025 A conf
Refining Dataset Distillation via Critical Region Selection and Multiview Teacher Guidance.
ECAI
Wenqing Ye, Xinyu Li, Hui Liu, Di Wu, Xiaoyan Sun, Ronald X. Xu, Mingzhai Sun
2025 J jnl
Resource-efficient instruction tuning of large language models for biomedical named entity recognition.
J. Biomed. Informatics
Hui Liu, Ziyi Chen, Peilin Li, Yuan-Zhi Liu, Xiangtao Liu, Ronald X. Xu, Mingzhai Sun
2025 J jnl
Unpaired Fundus Image Enhancement Using Image Decomposition.
IET Image Process.
Kun Chen, Yu Ye, Huazhu Fu, Yuhao Luo, Ronald X. Xu, Mingzhai Sun
2024 J jnl
Edge-Guided Contrastive Adaptation Network for Arteriovenous Nicking Classification Using Synthetic Data.
IEEE Trans. Medical Imaging
Jicheng Liu, Hui Liu, Huazhu Fu, Yu Ye, Kun Chen, Yu Lu, Jianbo Mao, Ronald X. Xu, Mingzhai Sun
2024 J jnl
Semantic uncertainty Guided Cross-Transformer for enhanced macular edema segmentation in OCT images.
Comput. Biol. Medicine
Hui Liu, Wenteng Gao, Lei Yang, Di Wu, Dehan Zhao, Kun Chen, Jicheng Liu, Yu Ye, Ronald X. Xu, Mingzhai Sun
2024 J jnl
Spectral reconstruction of fundus images using retinex-based semantic spectral separation transformer, applied for retinal oximetry.
Biomed. Signal Process. Control.
Jicheng Liu, Wenteng Gao, Dehan Zhao, Lei Yang, Peng Liu, Ronald X. Xu, Mingzhai Sun
2023 J jnl
A Deep Learning Approach to Increase the Value of Satellite Data for PM2.5 Monitoring in China.
Remote. Sens.
Bo Li, Cheng Liu, Qihou Hu, Mingzhai Sun, Chengxin Zhang, Yizhi Zhu, Ting Liu, Yike Guo, Gregory R. Carmichael, Meng Gao
2022 J jnl
Prediction of Vertical Profile of NO₂ Using Deep Multimodal Fusion Network Based on the Ground-Based 3-D Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Shulin Zhang, Bo Li, Lei Liu, Qihou Hu, Haoran Liu, Rui Zheng, Yizhi Zhu, Ting Liu, Mingzhai Sun, Cheng Liu
2021 J jnl
Uncertainty in Bayesian deep label distribution learning.
Appl. Soft Comput.
Rui Zheng, Shulin Zhang, Lei Liu, Yuhao Luo, Mingzhai Sun
2020 J jnl
Automatic Diagnosis of Familial Exudative Vitreoretinopathy Using a Fusion Neural Network for Wide-Angle Retinal Images.
IEEE Access
Yu Ye, Jianbo Mao, Lei Liu, Shulin Zhang, Lijun Shen, Mingzhai Sun
2020 J jnl
Dehaze of Cataractous Retinal Images Using an Unpaired Generative Adversarial Network.
IEEE J. Biomed. Health Informatics
Yuhao Luo, Kun Chen, Lei Liu, Jicheng Liu, Jianbo Mao, Genjie Ke, Mingzhai Sun
2019 J jnl
Accurate and Fast Blur Detection Using a Pyramid M-Shaped Deep Neural Network.
IEEE Access
Xuewei Wang, Shulin Zhang, Xiao Liang, Hongjun Zhou, Jinjin Zheng, Mingzhai Sun
2019 J jnl
Simultaneous Arteriole and Venule Segmentation of Dual-Modal Fundus Images Using a Multi-Task Cascade Network.
IEEE Access
Shulin Zhang, Rui Zheng, Yuhao Luo, Xuewei Wang, Jianbo Mao, Cynthia J. Roberts, Mingzhai Sun
2019 J jnl
β-Dropout: A Unified Dropout.
IEEE Access
Lei Liu, Yuhao Luo, Xu Shen, Mingzhai Sun, Bin Li
2017 J jnl
Super-Resolution Image Reconstruction for High-Density Three-Dimensional Single-Molecule Microscopy.
IEEE Trans. Computational Imaging
Jiaqing Huang, Mingzhai Sun, Jianjie Ma, Yuejie Chi
2016 — conf
Super-resolution image reconstruction for high-density 3D single-molecule microscopy.
ISBI
Jiaqing Huang, Mingzhai Sun, Yuejie Chi
2012 J jnl
Efficient Multiple Object Tracking Using Mutually Repulsive Active Membranes
CoRR
Yi Deng, Philip Coen, Mingzhai Sun, Joshua W. Shaevitz
2008 — conf
Cell Spreading Analysis with Directed Edge Profile-Guided Level Set Active Contours.
MICCAI (1)
Ilker Ersoy, Filiz Bunyak, Kannappan Palaniappan, Mingzhai Sun, Gabor Forgacs