1 code implementation • 30 Jun 2022 • Haomiao Ni, Yuan Xue, Kelvin Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang
In this paper, we propose a novel Asymmetry Disentanglement Network (ADN) to automatically separate pathological asymmetries and intrinsic anatomical asymmetries in NCCTs for more effective and interpretable AIS segmentation.
1 code implementation • 3 Jun 2022 • Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin Wong
We also propose a new mixture-of-experts (MoE) based decoder, which treats the feature maps from the encoder as experts and selects a suitable set of expert features to predict the label for each pixel.
no code implementations • 24 Sep 2021 • Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
In an emergency room (ER) setting, stroke triage or screening is a common challenge.
no code implementations • 21 Aug 2021 • Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien V. Nguyen
Would clinical features significantly improve breast lesion classification compared to using mammograms alone?
1 code implementation • 28 Apr 2021 • Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
Thus, it is not ideal to apply most existing segmentation methods as they are designed for either 2D or 3D images.