most citedP3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2019★ 3 cited

P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification

Bingzhe Wu, Shiwan Zhao, Guangyu Sun +4

Recently, deep convolutional neural networks (CNNs) have achieved great success in pathological image classification. However, due to the limited number of labeled pathological ima…

cs.CV2018

G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification

Bingzhe Wu, Xiaolu Zhang, Shiwan Zhao +4

Pathological glomerulus classification plays a key role in the diagnosis of nephropathy. As the difference between different subcategories is subtle, doctors often refer to slides…