Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks

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.

General Classification Image Reconstruction +1

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

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