Search Results for author: Soroush Arabshahi

Found 3 papers, 1 papers with code

Improving Across-Dataset Brain Tissue Segmentation Using Transformer

1 code implementation21 Jan 2022 Vishwanatha M. Rao, Zihan Wan, Soroush Arabshahi, David J. Ma, Pin-Yu Lee, Ye Tian, Xuzhe Zhang, Andrew F. Laine, Jia Guo

Transformers have demonstrated success in natural image segmentation and have recently been applied to 3D medical image segmentation tasks due to their ability to capture long-distance relationships in the input where the local receptive fields of CNNs struggle.

Image Segmentation Medical Image Segmentation +2

QuickTumorNet: Fast Automatic Multi-Class Segmentation of Brain Tumors

no code implementations22 Dec 2020 Benjamin Maas, Erfan Zabeh, Soroush Arabshahi

In this context, a fully automated segmentation method for brain tumor segmentation is necessary as an efficient and reliable method for brain tumor detection and quantification.

Brain Tumor Segmentation Segmentation +1

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