no code implementations • 1 Apr 2019 • Erlei Zhang, Stephen Seiler, Mingli Chen, Weiguo Lu, Xuejun Gu
Then, the converted BFMs are used as the input of an SDL network, which performs unsupervised stacked convolutional auto-encoder (SCAE) image reconstruction guided by lesion classification.
Medical Physics
no code implementations • 9 Aug 2019 • Erlei Zhang, Zi Yang, Stephen Seiler, Mingli Chen, Weiguo Lu, Xuejun Gu
These findings indicated that SATPN is promising for effective breast US lesion CAD using small datasets.
1 code implementation • 10 Mar 2020 • Shaode Yu, Zhicheng Zhang, Xiaokun Liang, Junjie Wu, Erlei Zhang, Wenjian Qin, Yaoqin Xie
Moreover, the toolbox is evaluated on a database of 163 ultrasound images.
no code implementations • 17 Jan 2021 • Jinye Peng, Jiaxin Wang, Jun Wang, Erlei Zhang, Qunxi Zhang, Yongqin Zhang, Xianlin Peng, Kai Yu
For the fine extraction stage, we design a new multiscale U-Net (MSU-Net) to effectively remove disease noise and refine the sketch.