DLMIA/ML-CDS@MICCAI最新文献_第2页

Unsupervised Feature Learning for Outlier Detection with Stacked Convolutional Autoencoders, Siamese Networks and Wasserstein Autoencoders: Application to Epilepsy Detection 基于堆叠卷积自编码器、Siamese网络和Wasserstein自编码器的无监督特征学习异常点检测:在癫痫检测中的应用

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_24

Zara Alaverdyan, Jiazheng Chai, C. Lartizien

引用次数: 9

Multi-scale Residual Network with Two Channels of Raw CT Image and Its Differential Excitation Component for Emphysema Classification 原始CT图像双通道多尺度残差网络及其差分激励分量肺气肿分类

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_5

Liying Peng, Lanfen Lin, Hongjie Hu, Huali Li, Qingqing Chen, Dan Wang, X. Han, Y. Iwamoto, Yenwei Chen

引用次数: 1

Handling Missing Annotations for Semantic Segmentation with Deep ConvNets 基于深度卷积神经网络的语义分割缺失注释处理

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_3

Olivier Petit, Nicolas Thome, Arnaud Charnoz, A. Hostettler, L. Soler

引用次数: 31

Rapid Training Data Generation for Tissue Segmentation Using Global Approximate Block-Matching with Self-organizing Maps 基于自组织映射的全局近似块匹配快速生成组织分割训练数据

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_13

L. Reid, A. Pagnozzi

引用次数: 2

Learning Optimal Deep Projection of 18F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes 学习18F-FDG PET影像最佳深度投影在帕金森综合征早期鉴别诊断中的应用

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_26

Shubham Kumar, Abhijit Guha Roy, P. Wu, Sailesh Conjeti, R. Anand, Jian Wang, I. Yakushev, S. Förster, M. Schwaiger, Sung-Cheng Huang, A. Rominger, C. Zuo, Kuangyu Shi

引用次数: 0

Multi-task Sparse Low-Rank Learning for Multi-classification of Parkinson's Disease 多任务稀疏低秩学习在帕金森病多分类中的应用

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_41

Haijun Lei, Yujia Zhao, Baiying Lei

引用次数: 0

Automatic Myocardial Strain Imaging in Echocardiography Using Deep Learning 基于深度学习的超声心动图自动心肌应变成像

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_35

Andreas Østvik, E. Smistad, T. Espeland, Erik Andreas Rye Berg, L. Løvstakken

引用次数: 15

Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images 三维医学图像中目标定位的非线性自适应学习优化

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_29

Mayalen Etcheverry, B. Georgescu, B. Odry, Thomas J. Re, Shivam Kaushik, B. Geiger, M. Nadar, Sasa Grbic, D. Comaniciu

引用次数: 2

Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network 基于渐进密集v网络的肺叶自动分割

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_32

A. Imran, Ali Hatamizadeh, Shilpa P. Ananth, Xiaowei Ding, Demetri Terzopoulos, Nima Tajbakhsh

引用次数: 39

Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN 使用结构受限的CycleGAN进行非配对脑mr - ct合成

DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-12 DOI: 10.1007/978-3-030-00889-5_20

Heran Yang, Jian Sun, A. Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry L Prince

引用次数: 111