I am a sixth year Ph.D. Student at Electrical Engineering department, University of Pennslyvania.
I am conducting research in Section of Biomedical Image Analysis (SBIA) under the supervision of Prof. Christos Davatzikos. My research focuses on Machine Learning with its application in Medical Imaging. Specifically, developing semi-supervised clustering methods identifying heterogeneous disease image patterns.
I received my Bachelor's Degree from Electronic Engineering department, Tsinghua University.
My full CV is here.
- Aoyan Dong, et al. "Heterogeneity of neuroanatomical patterns in prodromal Alzheimer’s: links to cognition, progression, biomarkers", Brain, 2016
- Aoyan Dong, Nicolas Honnorat, Bilwaj Gaonkar, and Christos Davatzikos. " CHIMERA: Clustering of heterogeneous disease effects via distribution matching of imaging patterns", IEEE Trans. Med. Imag., 2015.
- Filipovych, Roman, Harini Eavani, Nematollah Batmanghelich, Tianhao Zhang, Bilwaj Gaonkar, Alex R. Smith, Aoyan Dong, and Christos Davatzikos. "Automatic classification of ADHD from structural MRI in a collaborative multisite initiative.", Frontiers in Systems Neuroscience.
- Nematollah Batmanghelich, Aoyan Dong, Ben Taskar, Christos Davatzikos. ”Regularized Tensor Factorization for Multi-Modality Medical Image Classification”, MICCAI 2011
- Weibei Dou, Aoyan Dong, Ping Chi. ”Brain Tumor Segmentation through Data Fusion of T2-Weighted Image and MR Spectroscopy”, ICBBE 2011
- Weibei Dou, Aoyan Dong, Ping Chi. ”Glioma Modelling by Combining the Information of MRI and In vivo Multivoxel MRS”, ICBBE 2010
- TA: Machine Learning, CIS 520, University of Pennsylvania, 2012 Fall.
Instructor: Ben Taskar
- TA: Machine Learning, CIS 520, University of Pennsylvania, 2013 Fall.
Instructor: Lyle Ungar