个人简历

教育经历\r
2005/10-2009/05 英国布里斯托大学电气和电子工程系，电子与电气工程，博士\r
2002/09-2004/02 英国布里斯托大学计算机系，全球计算与多媒体，硕士\r
1996/09-2000/07 北京科技大学计算机系，计算机及应用，学士\r
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科研工作经历\r
2013/09-至今 北京航空航天大学生物与医学工程学院，助理教授、副教授、博士生导师\r
2011/06-2013/08 美国波士顿大学医学中心/美国凯斯西储大学，博士后研究员\r
2010/12-2011/06 美国卡内基-梅隆大学机器人研究所，访问研究员\r
2009/07-2010/09 中国三星技术院，高级研究员\r
2008/09-2008/11 美国加州大学圣地亚哥分校，访问学者\r
2007/07-2007/08 希腊研究与技术基金会下属计算机科学学院，访问学者

研究领域

基于乳腺癌/宫颈癌/脑肿瘤/肺癌/心血管疾病的计算机辅助诊断和预测系统；组织病理图像定量分析；多模态医学数据融合；医学图像处理；计算机视觉；机器学习；医学人工智能""

近期论文

Junyu Ji, Tao Wan, Dong Chen, Hao Wang, Menghan Zheng, Zengchang Qin, A deep learning method for automatic evaluation of diagnostic information from multi-stained histopathological images, Knowledge-Based Systems, 2022, 256:109820.\r
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Yu Zhang, Yuqi Luo, Xin Kong, Tao Wan, Yunling Long and Jun Ma, A preoperative MRI-based radiomics-clinicopathological classifier to predict the recurrence of pituitary macroadenoma within 5 years, Frontiers in Neurology, 2022, 12:780628.\r
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Tao Wan, Chunxue Wu, Ming Meng, Tao Liu, Chuzhong Li, Jun Ma, Zengchang Qin, Radiomic Features on Multiparametric MRI for Preoperative Evaluation of Pituitary Macroadenomas Consistency: Preliminary Findings, Journal of Magnetic Resonance Imaging, 2021, DOI: 10.1002/jmri.27930, 1-13.\r
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Tao Wan, Jianhui Chen, Zhonghua Zhang, Deyu Li, Zengchang Qin. Automatic vessel segmentation in X-ray angiogram using spatio-temporal fully-convolutional neural network, Biomedical Signal Processing and Control, 2021, 68:102646.\r
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Tao Wan, Lei Zhao, Hongxiang Feng, Deyu Li, Chao Tong, Zengchang Qin. Robust nuclei segmentation in histopathology using ASPPU-Net and boundary refinement, Neurocomputing, 2020, 408:144-156.\r
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Tan Wan, Shusong Xu, Chen Sang, Yylan Jin, Zengchang Qin. Accurate segmentation of overlapping cells in cervical cytology with deep convolutional neural networks, Neurocomputing, 2019, 365:157-170.\r
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Tao Wan, Hongxiang Feng, Chao Tong, Deyu Li, Zengchang Qin. Automated identification and grading of coronary artery stenosis with X-ray angiography, Computer Methods and Programs in Biomedicine, 2018, 167:13-22.\r
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Tao Wan, Xiaoqing Shang, Weilin Yang, Jianhui Chen, Deyu Li, Zengchang Qin. Automated coronary artery tree segmentation in X-ray angiography using improved Hessian Based enhancement and statistical region merging, Computer Methods and Programs in Biomedicine, 2018, 157:179-190.\r
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Tao Wan, Wanshu Zhang, Min Zhu, Jianhui Chen, Zengchang.Qin. Automated mitosis detection in histopathology based on non-Gaussian modeling of complex wavelet coefficients, Neurocomputing, 2017, 237:291-303.\r
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Tao Wan, Jiajia Cao, Jianhui Chen, Zengchang Qin. Automated grading of breast cancer histopathology using cascaded ensemble with combination of multi-level image features, Neurocomputing, 2017, 229:34-44.