Search Results for author: Erlei Zhang

Found 4 papers, 1 papers with code

BIRADS Features-Oriented Semi-supervised Deep Learning for Breast Ultrasound Computer-Aided Diagnosis

no code implementations1 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

A relic sketch extraction framework based on detail-aware hierarchical deep network

no code implementations17 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.

Edge Detection Transfer Learning

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