导师姓名:晏涛
职称:讲师
最高学位:博士
行政职务:无
所属硕点:机械;
所在系院:机械工程学院;
电子邮箱:yantao@hbuas.edu.cn
专业方向:机器视觉、机器学习、智慧医疗
研究成果:目前主持湖北省2022年重点研发计划项目一项,襄阳市2022年度医疗卫生领域科技计划重点项目一项。围绕智慧医疗、机器视觉等方向已在 Computers in Biology and Medicine、Biomedical Signal Processing and Control、World Journal of Gastroenterology、Patterns、Knowledge-Based Systems等期刊上发表9篇SCI期刊论文。
代表性成果:
Yan Tao, Wong Pak Kin, Choi I Cheong, et al. Intelligent diagnosis of gastric intestinal metaplasia based on convolutional neural network and limited number of endoscopic images, Computers in Biology and Medicine, 126, 104026, 2020. (SCI, IF=4.59, 中科院2区)
Yan Tao, Wong Pak Kin, Qin Ye Ying. Deep learning for diagnosis of precancerous lesions in upper gastrointestinal endoscopy: A review. World Journal of Gastroenterology, 27, 2531-2544, 2021. (SCI, IF=5.74, 中科院2区)
Wong Pak Kin, Yan Tao*, Wang Huaqiao, et al. Automatic detection of multiple types of pneumonia: open dataset and a multi-scale attention network. Biomedical Signal Processing and Control, 73, 103415, 2022. (SCI, IF=3.99, 中科院2区,*通讯作者)
Wong Pak Kin, Chan In Neng, Yan Hao-Ming, Gao Shan, Wong Chi Hong, Yan Tao*, Yao Liang, Hu Ying, Wang Zhong-Ren, and Yu Hon Ho. Deep learning based radiomics for gastrointestinal cancer diagnosis and treatment: A minireview. World Journal of Gastroenterology, 28(45), 6363-6379, 2022. (SCI, IF=5.74, 中科院2区,*通讯作者)
教授课程:《机器视觉技术》,《机器学习与工程应用》
招生意愿:欢迎对人工智能、机器学习、计算机视觉感兴趣的机械、计算机、电子信息工程、医学信息工程等专业的优秀学生报考或调剂。
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