个人信息

姓  名: 肖月月 性  別: 导师类型:
技术职称: 电子邮箱: xiaoyy@njupt.edu.cn
学术型硕士招生学科:
专业型硕士招生类别(领域):
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个人简介:

肖月月,毕业于南京航空航天大学自动化学院,现任职于bw西汉姆联bw西汉姆联。长期从事医学图像处理与智能计算方法研究,围绕肿瘤电场治疗、医学影像分割、电阻抗成像及多模态智能诊断等方向开展系统性研究工作。主持1项江苏省科研与实践创新计划项目。近年来第一作者在IEEE TNNLS、IEEE TIM、IEEETBME、Engineering Analysis with Boundary Elements、Biomedical Signal Processing and Control、Applied Intelligence 等国际期刊发表 SCI 论文9篇。相关研究成果在多任务医学图像分割、个体化电极阵列优化及肿瘤治疗疗效实时评估等方面取得创新性进展。作为联合培养博士生赴新加坡南洋理工大学开展科研合作,并担任 Information Fusion、Applied Intelligence、Neural Computing & Applications 、Computer Methods and Programs in Biomedicine等国际期刊审稿人。

研究领域:

医学图像处理

学术成果:

Xiao Y, Wang L, Chen C*, et al. Integrating Kolmogorov-Arnold network and UNet architecture for reconstruction of 3D electrical impedance tomography to assess the efficacy of tumor treating fields [J]. IEEE Transactions Instrument and Measurement, 2025, 74:1-10. 


Xiao Y, Chen C*, Jing Xia, et al. Tumor Treating Fields: A Review of Computational Strategies for Thermal Safety and Personalization Treatment [J]. IEEE Transactions on Biomedical Engineering, 2025:1-15. 


Xiao Y, Hu S, Chen C*, et al. A novel real-time efficacy assessment method for tumor treating fields [J]. Engineering Analysis with Boundary Elements, 2025,177: 106278.


Xiao Y, Chen C*, Wang L, et al. A Novel Unsupervised Domain Adaptive Method for Cross-modality Medical Images Segmentation [J]. The visual computer, 2025,41(11):9139-9154.


Xiao Y, Yu J, Chen C*, et al. A Novel Generative Adversarial Network Based on Conditional VAE for EIT reconstruction of lung diseases [J], International Journal of Imaging Systems and Technology, 2025, 35:e70089.


Xiao Y, Chen C*, Wang L, et al. Improved WSO algorithm to optimize electrode array for the personalized treatment of liver cancer in TTFields [J]. Biomedical Signal Processing and Control, 2024, 95: 106443. 


Xiao Y, Chen C*, Fu X, et al. A novel multi-task semi-supervised medical image segmentation method based on multi-branch cross pseudo supervision[J]. Applied Intelligence, 2023, 53(24): 30343-30358.


Xiao Y, Chen C*, Wang L, et al. A novel hybrid generative adversarial network for CT and MRI super-resolution reconstruction [J]. Physics in Medicine and Biology, 2023, 68(13): 135007. 


Wang L, Xiao Y, Chen C*, et al. A theoretical study of dielectrophoretic effects on septins during cytokinesis under tumor treating fields [J]. Biomedical Physics & Engineering Express, 2025:1-16.


Huang W, Xiao Y, Sung-Kwun Oh*, et al. Random Polynomial Neural Networks: Analysis and Design[J]. IEEE Transactions on Neural Networks and Learning Systems, 35.11 (2024): 15589-15599. 



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