309 citations · 373 across the 35 of their papers we have counts for
6 papers · 1 filter
Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images
Jiechao Ma, Xiang Li, Hongwei Li +4
Early diagnosis of pulmonary nodules (PNs) can improve the survival rate of patients and yet is a challenging task for radiologists due to the image noise and artifacts in computed…
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net
Hongwei Li, Andrii Zhygallo, Bjoern Menze
Brain image segmentation is used for visualizing and quantifying anatomical structures of the brain. We present an automated ap-proach using 2D deep residual dilated networks which…
Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function
Xiaobin Hu, Hongwei Li, Yu Zhao +3
For many segmentation tasks, especially for the biomedical image, the topological prior is vital information which is useful to exploit. The containment/nesting is a typical inter-…
Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation
Hongwei Li, Jianguo Zhang, Mark Muehlau +2
Segmentation of both large and small white matter hyperintensities/lesions in brain MR images is a challenging task which has drawn much attention in recent years. We propose a mul…
Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks
Hongwei Li, Kanru Lin, Maximilian Reichert +7
The lethal nature of pancreatic ductal adenocarcinoma (PDAC) calls for early differential diagnosis of pancreatic cysts, which are identified in up to 16% of normal subjects, and s…
Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images
Hongwei Li, Gongfa Jiang, Jianguo Zhang +4
White matter hyperintensities (WMH) are commonly found in the brains of healthy elderly individuals and have been associated with various neurological and geriatric disorders. In t…