4 citations · 9 across the 5 of their papers we have counts for
4 papers · 1 filter
Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images
Yanteng Zhang, Qizhi Teng, Xiaohai He +4
Structural MRI and PET imaging play an important role in the diagnosis of Alzheimer's disease (AD), showing the morphological changes and glucose metabolism changes in the brain re…
Mutual Contrastive Low-rank Learning to Disentangle Whole Slide Image Representations for Glioma Grading
Lipei Zhang, Yiran Wei, Ying Fu +3
Whole slide images (WSI) provide valuable phenotypic information for histological assessment and malignancy grading of tumors. The WSI-based grading promises to provide rapid diagn…
Metastatic Cancer Image Classification Based On Deep Learning Method
Guanwen Qiu, Xiaobing Yu, Baolin Sun +2
Using histopathological images to automatically classify cancer is a difficult task for accurately detecting cancer, especially to identify metastatic cancer in small image patches…
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation
Lipei Zhang, Aozhi Liu, Jing Xiao +1
A number of methods based on deep learning have been applied to medical image segmentation and have achieved state-of-the-art performance. Due to the importance of chest x-ray data…