基本信息
l 职称：讲师
l 研究方向：人工智能、深度学习、计算机视觉
l 电子邮箱：tianyuan@sdwu.edu.cn
个人简介
田媛，讲师，博士研究生，主要研究方向为深度学习、小样本学习与医学图像处理。参与国家自然科学基金-重大研究计划项目1项，以第一作者发表SCI论文3篇、EI国际学术会议论文1篇、北大中文核心论文1篇。
主持和参加的科研项目
l 国家自然科学基金-重大研究计划，《基于农业大数据的种植结构优化与生产管理决策技术研究》，2018/01-2020/12，参与
主要学术成果
l Yuan Tian, Liang Yongquan, Yufeng Chen, Hongyang Bian. “Analysis of delirium prediction in the ICU based on the hybrid SGDCS-ANFIS approach”, Medical & Biological Engineering & Computing, 2023, 61(3): 673- 683.
l Yuan Tian, Yongquan Liang, Yufeng Chen, Lei Li, Hongyang Bian. “Early screening of miliary tuberculosis with tuberculous meningitis based on few-shot learning with multiple windows and feature granularities”, Scientific Reports, 2024, 14: 23620.
l Yuan Tian, Yongquan Liang, Yufeng Chen, Jingjing Zhang, Hongyang Bian. “Multilevel support-assisted prototype optimization network for few-shot medical segmentation of lung lesions”, Scientific Reports, 2025, 15: 3290.
l Tian Yuan, Liang Yongquan. “Analysis on the Influence of Regional Agricultural Planting Factors on Grain Yield Based on Genetic Feedback Process Neural Network”, 15th International Conference on Genetic and Evolutionary Computing (ICGEC), 2023: 1-13.
l 田媛，梁永全.“基于小批量梯度下降的布谷鸟搜索算法”，山东科技大学学报:自然科学版,2020,39(5):12.
