32 citations · 33 across the 2 of their papers we have counts for
2 papers
eess.IV2019★ 1 cited
Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images
Yizhe Zhang, Michael T. C. Ying, Danny Z. Chen
Segmentation maps of medical images annotated by medical experts contain rich spatial information. In this paper, we propose to decompose annotation maps to learn disentangled and…
cs.CV2018★ 32 cited
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation
Lin Yang, Yizhe Zhang, Zhuo Zhao +5
In recent years, deep learning (DL) methods have become powerful tools for biomedical image segmentation. However, high annotation efforts and costs are commonly needed to acquire…