139 citations · 701 across the 36 of their papers we have counts for
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Residual Network based Aggregation Model for Skin Lesion Classification
Yongsheng Pan, Yong Xia
We recognize that the skin lesion diagnosis is an essential and challenging sub-task in Image classification, in which the Fisher vector (FV) encoding algorithm and deep convolutio…
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images
Yutong Xie, Jianpeng Zhang, Yong Xia
A multi-level deep ensemble (MLDE) model that can be trained in an 'end to end' manner is proposed for skin lesion classification in dermoscopy images. In this model, four pre-trai…
3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation
Haozhe Jia, Yang Song, Donghao Zhang +5
Advanced deep learning methods have been developed to conduct prostate MR volume segmentation in either a 2D or 3D fully convolutional manner. However, 2D methods tend to have limi…
ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography
Hongyu Wang, Yong Xia
Computer-aided techniques may lead to more accurate and more acces-sible diagnosis of thorax diseases on chest radiography. Despite the success of deep learning-based solutions, th…
A Pulmonary Nodule Detection Model Based on Progressive Resolution and Hierarchical Saliency
Junjie Zhang, Yong Xia, Yanning Zhang
Detection of pulmonary nodules on chest CT is an essential step in the early diagnosis of lung cancer, which is critical for best patient care. Although a number of computer-aided…
Autonomous Deep Learning: A Genetic DCNN Designer for Image Classification
Benteng Ma, Yong Xia
Recent years have witnessed the breakthrough success of deep convolutional neural networks (DCNNs) in image classification and other vision applications. Although freeing users fro…