Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation

Authors: Song, Pengwu, Xu, Liang, Yao, Peng, Shen, Shuwei, Shao, Pengfei, Sun, Mingzhai, Xu, Ronald X.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2503.03546

Label-free Prediction of Vascular Connectivity in Perfused Microvascular Networks in vitro

Authors: Xu, Liang, Song, Pengwu, Zhu, Shilu, Zhang, Yang, Zhang, Ru, Zheng, Zhiyuan, Zhang, Qingdong, Gao, Jie, Han, Chen, Sun, Mingzhai, Yao, Peng, Ye, Min, Xu, Ronald X.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2502.17759

MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation

Authors: Xu, Liang, Chen, Mingxiao, Cheng, Yi, Shao, Pengfei, Shen, Shuwei, Yao, Peng, Xu, Ronald X.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.14588

DCST: Dual Cross-Supervision for Transformer-based Unsupervised Domain Adaptation

Authors: Cheng, Yi ^a, Yao, Peng ^{b, ⁎}, Xu, Liang ^c, Chen, Mingxiao ^a, Liu, Peng ^c, Shao, Pengfei ^a, Shen, Shuwei ^{c, ⁎}, Xu, Ronald X. ^{a, c, ⁎}

Source: In Neural Networks January 2025 181

Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification

Authors: Xu, Liang, Cheng, Yi, Zhang, Fan, Wu, Bingxuan, Shao, Pengfei, Liu, Peng, Shen, Shuwei, Yao, Peng, Xu, Ronald X.

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2205.12117

Construction of vascular grafts based on tissue-engineered scaffolds

Authors: Lang, Zhongliang ^{a, b, c}, Chen, Tianao ^{b, c}, Zhu, Shilu ^{b, c}, Wu, Xizhi ^{b, c}, Wu, Yongqi ^{b, c}, Miao, Xiaoping ^{b, c}, Wang, Qiang ^a, Zhao, Liping ^{a, ⁎⁎}, Zhu, Zhiqiang ^{a, d, e, ⁎}, Xu, Ronald X. ^{b, c, d, e, ⁎⁎⁎}

Source: In Materials Today Bio December 2024 29

Combinatory electric-field-guided deposition for spatial microparticles patterning

Authors: Zheng, Zhiyuan, Zhang, Yang, Xing, Jinyu, Li, Xin, Zhu, Zhiqiang, Ye, Min, Shen, Shuwei, Xu, Ronald X.

Source: In Materials Today Bio October 2024 28

Rational engineering of dual Drug-Formulated multifunctional microneedles to accelerate in vivo cutaneous infection treatment

Authors: Zheng, Zhiyuan ^{a, 1}, Shen, Shuwei ^{b, 1, ⁎}, Shi, Hui ^c, Yao, Peng ^a, Zhu, Zhiqiang ^a, Zhang, Chi ^d, Zhang, Siping ^d, Hu, Xianglong ^{b, e, ⁎}, Xu, Ronald X. ^{a, b, ⁎}

Source: In Chemical Engineering Journal 15 September 2024 496

Spectral reconstruction of fundus images using retinex-based semantic spectral separation transformer, applied for retinal oximetry

Authors: Liu, Jicheng, Gao, Wenteng, Zhao, Dehan, Yang, Lei, Liu, Peng, Xu, Ronald X., Sun, Mingzhai

Source: In Biomedical Signal Processing and Control August 2024 94

An explainable two-dimensional single model deep learning approach for Alzheimer's disease diagnosis and brain atrophy localization

Authors: Zhang, Fan, Pan, Bo, Shao, Pengfei, Liu, Peng, Shen, Shuwei, Yao, Peng, Xu, Ronald X.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2107.13200

Semantic uncertainty Guided Cross-Transformer for enhanced macular edema segmentation in OCT images

Authors: Liu, Hui ^{a, b, c}, Gao, Wenteng ^a, Yang, Lei ^a, Wu, Di ^b, Zhao, Dehan ^a, Chen, Kun ^a, Liu, Jicheng ^{b, c}, Ye, Yu ^d, Xu, Ronald X. ^{b, c}, Sun, Mingzhai ^{b, c, ⁎}

Source: In Computers in Biology and Medicine May 2024 174

Microfluidic strategies for engineering oxygen-releasing biomaterials

Authors: Zhu, Zhiqiang, Chen, Tianao, Wu, Yongqi, Wu, Xizhi, Lang, Zhongliang, Huang, Fangsheng, Zhu, Pingan, Si, Ting, Xu, Ronald X.

Source: In Acta Biomaterialia 15 April 2024 179:61-82

Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification

Authors: Yao, Peng, Shen, Shuwei, Xu, Mengjuan, Liu, Peng, Zhang, Fan, Xing, Jinyu, Shao, Pengfei, Kaffenberger, Benjamin, Xu, Ronald X.

Source: IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2102.01284

Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification

Authors: Shen, Shuwei, Xu, Mengjuan, Zhang, Fan, Shao, Pengfei, Liu, Honghong, Xu, Liang, Zhang, Chi, Liu, Peng, Zhang, Zhihong, Yao, Peng, Xu, Ronald X.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2101.02353

Oxygen-releasing biomaterials for regenerative medicine

Authors: Wang, Zhaojun, Chen, Tianao, Li, Xin, Guo, Buyun, Liu, Peng, Zhu, Zhiqiang, Xu, Ronald X.

Source: Journal of materials chemistry.B. 11(31):7300-7320

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100189847202.0x000001&indx=1&recIds=ETOCvdc_100189847202.0x000001

High precision vibration sectioning for 3D imaging of the whole central nervous system

Authors: Ma, Canzhen, Xia, Debin, Huang, Shichang, Du, Qing, Liu, Jiajun, Zhang, Bo, Zhu, Qingyuan, Bi, Guoqiang, Wang, Hao, Xu, Ronald X.

Source: In Journal of Neuroscience Methods 1 November 2023 399

Phased progressive learning with coupling-regulation-imbalance loss for imbalanced data classification.

Authors: Xu, Liang^1,2, Cheng, Yi³, Zhang, Fan³, Wu, Bingxuan³, Shao, Pengfei³, Liu, Peng², Shen, Shuwei², swshen@ustc.edu.cn, Yao, Peng⁴, yaopeng@ustc.edu.cn, Xu, Ronald X.^2,3, xux@ustc.edu.cn

Source: Neural Computing & Applications; Jun2024, Vol. 36 Issue 18, p10391-10410, 20p

Programmable pulsed aerodynamic printing for multi-interface composite manufacturing

Authors: Zhu, Zhiqiang, Chen, Tianao, Zhu, Yuanqing, Huang, Fangsheng, Mu, Kai, Si, Ting, Xu, Ronald X.

Source: In Matter 7 June 2023 6(6):2034-2051

A Single Model Deep Learning Approach for Alzheimer's Disease Diagnosis

Authors: Zhang, Fan, Pan, Bo, Shao, Pengfei, Liu, Peng, Shen, Shuwei, Yao, Peng, Xu, Ronald X.

Source: Neuroscience. 491:200-214

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100165296171.0x000001&indx=1&recIds=ETOCvdc_100165296171.0x000001

2D scanning SERS probe for early biofilm boundary determination

Authors: Zheng, Zhiyuan, Xing, Jinyu, Shi, Hui, Wu, Ming, Yang, Ruijie, Yao, Peng, Xu, Ronald X.

Source: In Sensors and Actuators: B. Chemical 15 July 2022 363