Gongping Chen

Ph.D Candidate

Artificial Intelligence
Tianjin Medical University
Nankai University
Tianjin China

Email: cgp110 at mail dot nankai dote du dot cn

Biography

I am currently a second year Ph.D. student in the College of Artificial Intelligence, Nankai University, supervised by Prof. Yu Dai and Prof. Jianxun Zhang.

My research interest include medical images analysis and deep learning, especially ultrasound image segmentation.

News

[12/2023] Paper on medical ultrasound image segmentation was accepted by Expert Systems With Applications (ESWA).

Selected Publications

	ESKNet： An enhanced adaptive selection kernel convolution for breast tumors segmentation. Gongping Chen, Jianxun Zhang, Yu Dai. Expert Systems With Applications (ESWA), 2024. [paper][code]
	AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images. Gongping Chen, Yuming Liu, Lei Li, Moi Hoon Yap, Yu Dai, Jianxun Zhang. IEEE Transactions on Medical Imaging (TMI), 2023. [paper][code]
	NU-net: Rethinking th e unpretentiou s U -ne t fo r medica l ultrasound imag e segmentation. Gongping Chen, Lei Li, Yu Dai, Jianxun Zhang. Pattern Recognition (PR), 2023. [paper][code]
	RRCNet: Refinement residual convolutional network for breast ultrasound images segmentation. Gongping Chen, Yu Dai, Jianxun Zhang. Engineering Applications of Artificial Intelligence (EAAI), 2023. [paper][code]
	Asymmetric U-shaped Network with Hybrid Attention Mechanism for Kidney Ultrasound Images Segmentation. Gongping Chen, Yu Zhao, Yu Dai, Jianxun Zhang, Xiaotao Yin, Liang Cui, Jiang Qian. Expert Systems With Applications (ESWA), 2022. [paper][code]
	C-Net: Cascaded convolutional neural network with global guidance and refinement residuals for breast ultrasound images segmentation. Gongping Chen, Yu Dai, Jianxun Zhang. Computer Methods and Programs in Biomedicine (CMPB), 2022. [paper]
	MBDSNet: Automatic Segmentation of Kidney Ultrasound Images Using a Multi-Branch and Deep Supervision Network. Gongping Chen, Yu Dai, Jianxun Zhang, Xiaotao Yin, Liang Cui. Digital Signal Processing (DSP), 2022. [paper]
	A novel convolutional neural network for kidney ultrasound image segmentation. Gongping Chen, Jingjing Yin, Yu Dai, Jianxun Zhang, Xiaotao Yin, Liang Cui. Computer Methods and Programs in Biomedicine (CMPB), 2022. [paper]
	SDFNet: Automatic segmentation of kidney ultrasound images using multi-scale low-level structural feature. Gongping Chen, Rui Li, Yu Zhao, Yu Dai, Jianxun Zhang, Xiaotao Yin, Liang Cui. Expert Systems With Applications (ESWA), 2021. [paper][code]

Honors & Awards

National Scholarship for Postgraduates, Tianjin, 2022
Merit Student, Tianjin, 2022
Excellent graduate students, Henan Province, 2017
Merit Student, Henan Province, 2016
National Encouragement Scholarship, Henan Province, 2014-2017

Professional Activities

Conference Reviews:
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2023
The 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV2023)
Journal Reviews:
IEEE Transaction on Cybernetic (TCYBS)
IEEE Transaction on Medical Imaging (TMI)
Information Fusion （INFFUS）
IEEE Journal of Biomedical and Health Informatics (JBHI)
Expert Systems with Application （ESWA）
Knowledge-Based Systems (KBS)
Engineering Applications of Artificial Intelligence (EAAI)
Computer Methods and Programs in Biomedicine (CMPB)
Computers in Biology and Medicine (CBIM)
Applied Intelligence (APIN)
IEEE Access
.....

Public Learning Resources

Our publicly available medical ultrasound dataset(我们公开和收集的医学超声数据集)