Usman W. Roshan

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Magnetic Resonance Images

Tumor Segmentation

Top Venues

BrainLes@MICCAI (2)

Publications

Meiyan Xie, Yunzhu Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan
Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images. ICMLA (2020)
Yunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves
A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images. CoRR (2019)
Meiyan Xie, Yunzhu Li, Yunzhe Xue, Randy Shafritz, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan
Vessel lumen segmentation in internal carotid artery ultrasounds with deep convolutional neural networks. BIBM (2019)
Yunzhe Xue, Yanan Yang, Fadi G. Farhat, Frank Y. Shih, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, William W. Graves, Usman W. Roshan
Brain Tumor Classification with Tumor Segmentations and a Dual Path Residual Convolutional Neural Network from MRI and Pathology Images. BrainLes@MICCAI (2) (2019)
Yunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves
A Multi-path Decoder Network for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2019)
Yunzhe Xue, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images. CoRR (2019)
Zhihua Du, Feng Lin, Usman W. Roshan
Reconstruction of large phylogenetic trees: A parallel approach. Comput. Biol. Chem. 29 (4) (2005)