Deep Multi-Task Multi-Channel Learning for Joint Classification and Regression of Brain Status

Por Liu, Mingxia, Zhang, Jun, Adeli, Ehsan, Shen, Dinggang
Publicado no Med Image Comput Comput Assist Interv (2017)

3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients

Por Nie, Dong, Zhang, Han, Adeli, Ehsan, Liu, Luyan, Shen, Dinggang
Publicado no Med Image Comput Comput Assist Interv (2016)

Stability-Weighted Matrix Completion of Incomplete Multi-modal Data for Disease Diagnosis

Por Thung, Kim-Han, Adeli, Ehsan, Yap, Pew-Thian, Shen, Dinggang
Publicado no Med Image Comput Comput Assist Interv (2016)

Kernel-based Joint Feature Selection and Max-Margin Classification for Early Diagnosis of Parkinson’s Disease

Por Adeli, Ehsan, Wu, Guorong, Saghafi, Behrouz, An, Le, Shi, Feng, Shen, Dinggang
Publicado no Sci Rep (2017)

Maximum Mean Discrepancy Based Multiple Kernel Learning for Incomplete Multimodality Neuroimaging Data

Por Zhu, Xiaofeng, Thung, Kim-Han, Adeli, Ehsan, Zhang, Yu, Shen, Dinggang
Publicado no Med Image Comput Comput Assist Interv (2017)

A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer’s Disease Diagnosis

Por An, Le, Adeli, Ehsan, Liu, Mingxia, Zhang, Jun, Lee, Seong-Whan, Shen, Dinggang
Publicado no Sci Rep (2017)

Feature Selection Based on Iterative Canonical Correlation Analysis for Automatic Diagnosis of Parkinson’s Disease

Por Liu, Luyan, Wang, Qian, Adeli, Ehsan, Zhang, Lichi, Zhang, Han, Shen, Dinggang
Publicado no Med Image Comput Comput Assist Interv (2016)

Joint feature-sample selection and robust diagnosis of Parkinson’s disease from MRI data

Por Adeli, Ehsan, Shi, Feng, An, Le, Wee, Chong-Yaw, Wu, Guorong, Wang, Tao, Shen, Dinggang
Publicado no Neuroimage (2016)

Multi-modal classification of neurodegenerative disease by progressive graph-based transductive learning

Por Wang, Zhengxia, Zhu, Xiaofeng, Adeli, Ehsan, Zhu, Yingying, Nie, Feiping, Munsell, Brent, Wu, Guorong
Publicado no Med Image Anal (2017)

Progressive Graph-Based Transductive Learning for Multi-modal Classification of Brain Disorder Disease

Por Wang, Zhengxia, Zhu, Xiaofeng, Adeli, Ehsan, Zhu, Yingying, Zu, Chen, Nie, Feiping, Shen, Dinggang, Wu, Guorong
Publicado no Med Image Comput Comput Assist Interv (2016)

Anatomy‐guided joint tissue segmentation and topological correction for 6‐month infant brain MRI with risk of autism

Por Wang, Li, Li, Gang, Adeli, Ehsan, Liu, Mingxia, Wu, Zhengwang, Meng, Yu, Lin, Weili, Shen, Dinggang
Publicado no Hum Brain Mapp (2018)

Multi-level Canonical Correlation Analysis for Standard-dose PET Image Estimation

Por An, Le, Zhang, Pei, Adeli, Ehsan, Wang, Yan, Ma, Guangkai, Shi, Feng, Lalush, David S., Lin, Weili, Shen, Dinggang
Publicado no IEEE Trans Image Process (2016)