4 citations · 9 across the 5 of their papers we have counts for
6 papers
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…
Multi-modal learning for predicting the genotype of glioma
Yiran Wei, Xi Chen, Lei Zhu +4
The isocitrate dehydrogenase (IDH) gene mutation is an essential biomarker for the diagnosis and prognosis of glioma. It is promising to better predict glioma genotype by integrati…
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…
Residual Recurrent CRNN for End-to-End Optical Music Recognition on Monophonic Scores
Aozhi Liu, Lipei Zhang, Yaqi Mei +4
One of the challenges of the Optical Music Recognition task is to transcript the symbols of the camera-captured images into digital music notations. Previous end-to-end model which…