Fast and scalable distributed deep convolutional autoencoder for fMRI big data analytics

por Makkie, Milad, Huang, Heng, Zhao, Yu, Vasilakos, Athanasios V., Liu, Tianming
Publicado en Neurocomputing (2018)

A Distributed Computing Platform for fMRI Big Data Analytics

por Makkie, Milad, Li, Xiang, Quinn, Shannon, Lin, Binbin, Ye, Jieping, Mon, Geoffrey, Liu, Tianming
Publicado en IEEE Trans Big Data (2018)

Constructing Fine-granularity Functional Brain Network Atlases via Deep Convolutional Autoencoder

por Zhao, Yu, Dong, Qinglin, Chen, Hanbo, Iraji, Armin, Li, Yujie, Makkie, Milad, Kou, Zhifeng, Liu, Tianming
Publicado en Med Image Anal (2017)

HAFNI-enabled largescale platform for neuroimaging informatics (HELPNI)

por Makkie, Milad, Zhao, Shijie, Jiang, Xi, Lv, Jinglei, Zhao, Yu, Ge, Bao, Li, Xiang, Han, Junwei, Liu, Tianming
Publicado en Brain Inform (2015)

4D Modeling of fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN)

por Zhao, Yu, Li, Xiang, Huang, Heng, Zhang, Wei, Zhao, Shijie, Makkie, Milad, Zhang, Mo, Li, Quanzheng, Liu, Tianming
Publicado en IEEE Trans Cogn Dev Syst (2019)

Signal Sampling for Efficient Sparse Representation of Resting State FMRI Data

por Ge, Bao, Makkie, Milad, Wang, Jin, Zhao, Shijie, Jiang, Xi, Li, Xiang, Lv, Jinglei, Zhang, Shu, Zhang, Wei, Han, Junwei, Guo, Lei, Liu, Tianming
Publicado en Brain Imaging Behav (2016)