Fadi G. Farhat

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 5

Top Topics

Convolutional Neural Network

Magnetic Resonance Images

Tumor Segmentation

Top Venues

BrainLes@MICCAI (2)

Publications

Yanan Yang, Fadi G. Farhat, Yunzhe Xue, Frank Y. Shih, Usman Roshan
Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks. ICBRA (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)
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)