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陈灵娜

作者:陈灵娜 日期:2023-03-07 18:06

 

1994E

 

陈灵娜,365全球官方网站教授,365全球官方网站副院长,硕导,中南大学博士和博士后,澳大利亚卧龙岗大学公派访学,主要研究方向为人工智能和图像处理。中国图象图形学学会CSIG会员,湖南省机器视觉与医学影像专委会委员。从事《数字图像处理》、《机器视觉与图像处理》、以及《操作系统原理》等专业课程教学工作,是国家级一流本科课程《平面图像处理--PS高手》的课程团队主要成员。要从事人工智能和图像处理的研究,主持国家自然科学青年基金课题1项,湖南省自然科学基金课题4项,湖南省教育厅课题1项,在国际刊物上发表SCI论文30余篇。


主要的SCI文章如下:

(1) Hongli Zhang , Junxi Chen, Ning Li , Lingna Chen. Multi-scale prototype contrastive learning for semi-supervised ultrasound image segmentation. Biomedical Signal Processing and Control, 2026, 127: 111133.

(2) Liqiang Xie, Mingzhi Chen, Junxi Chen, Jia Yang, Lingna Chen,Xiang Li.WT-MF-Net: Wavelet-transform based multi-frequency auxiliary network for semi-supervised medical image segmentation.Biomedical Signal Processing and Control, 2026, 120: 110134.

(3) Yifeng Yao; Xingxing Duan; Aiping Qu; Mingzhi Chen; Junxi Chen; Lingna Chen; DFCG: A Dual-Frequency Cascade Graph model for semi-supervised ultrasound image segmentation with diffusion model, Knowledge-Based Systems, 2024, 300: 112261.

(4) Tao Gao; Weijie Hu; Mingzhi Chen; Lingna Chen; Hui Jiang; MSDMAT-BTS: Multi-scale diffusion model and attention mechanism for brain tumor segmentation, Biomedical Signal Processing and Control, 2025, 104: 107505.

(5) Xuping Huang; Junxi Chen; Mingzhi Chen; Yaping Wan; Lingna Chen; FRE-Net: Full-region enhanced network for nuclei segmentation in histopathology images, Biocybernetics and Biomedical Engineering, 2023, 43: 386-401.

(6) Haojun Yuan,; Lingna Chen; Xiaofeng He; MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images, Biomedical Signal Processing and Control, 2023, 91: 105927.

(7) Guidi Lin; Mingzhi Chen; Minsheng Tan; Lingna Chen; Junxi Chen; A dual-stage transformer and MLP-based network for breast ultrasound image segmentation, Biocybernetics and Biomedical Engineering, 2023, 43: 656-671.


 

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