个人简历

上海交通大学电子信息与电气工程学院仪器科学与工程系,目前任副教授、博士生导师。2006年博士毕业于新加坡南洋理工大学信息技术系；于2007-2008年在新加坡南洋理工大学从事博士后研究；2008年8月至今在上海交通大学仪器科学与工程系。并于2011-2012年在美国北卡罗来纳大学教堂山分校放射系沈定刚教授实验室访学一年。

研究领域

""近十多年一直从事人工智能和图像识别领域的关键技术研究，包括多模态医学影像智能计算和分析及疾病诊断、机器学习和人工智能、指纹识别、图像检索、机器视觉检测等关键技术研究。""""

近期论文

[1] Ruoxuan Cui and Manhua Liu*, “RNN-based Longitudinal Analysis for Diagnosis of Alzheimer’s Disease”, Computerized Medical Imaging and Graphics, Vol. 73, April 2019, Pages 1-10. [2] Ruoxuan Cui and Manhua Liu*, “Hippocampus Analysis by Combination of 3D DenseNet and Shapes for Alzheimer’s Disease Diagnosis”, IEEE Journal of Biomedical and Health Informatics, 2018 [3] Fan Li, and Manhua Liu*, “Alzheimer's Disease Diagnosis Based on Multiple Cluster Dense Convolutional Networks”, Computerized Medical Imaging and Graphics, Vol. 70, Dec. 2018, Pages 101-110. [4] Manhua Liu*, Danni Cheng, and Weiwu Yan, “Classi?cation of Alzheimer’s Disease by Combination of Convolutional and Recurrent Neural Networks Using FDG-PET images”, Frontiers in Neuroinformatics, Vol.12, Issue.35, Jun 19, 2018. [5] Manhua Liu*, Danni Cheng, Kundong Wang, Yaping Wang*, \