Adapting a generative adversarial network to new data sources for image classification

作者: Tanveer F. Syeda-Mahmood , Mehdi Moradi , Ali Madani

DOI:

关键词:

摘要: Mechanisms are provided to implement a generative adversarial network (GAN) that is trained based on labeled image data, unlabeled image data, and generated image data …

参考文章(24)
Philipp Fischer, Thomas Brox, None, U-Net: Convolutional Networks for Biomedical Image Segmentation medical image computing and computer assisted intervention. pp. 234- 241 ,(2015) , 10.1007/978-3-319-24574-4_28
Martin M. Oken, Willam G. Hocking, Paul A. Kvale, Gerald L. Andriole, Saundra S. Buys, Timothy R. Church, E. David Crawford, Mona N. Fouad, Claudine Isaacs, Douglas J. Reding, Joel L. Weissfeld, Lance A. Yokochi, Barbara O’Brien, Lawrence R. Ragard, Joshua M. Rathmell, Thomas L. Riley, Patrick Wright, Neil Caparaso, Ping Hu, Grant Izmirlian, Paul F. Pinsky, Philip C. Prorok, Barnett S. Kramer, Anthony B. Miller, John K. Gohagan, Christine D. Berg, for the PLCO Project Team, Screening by Chest Radiograph and Lung Cancer Mortality: The Prostate, Lung, Colorectal, and Ovarian (PLCO) Randomized Trial JAMA. ,vol. 306, pp. 1865- 1873 ,(2011) , 10.1001/JAMA.2011.1591
, Generative Adversarial Nets neural information processing systems. ,vol. 27, pp. 2672- 2680 ,(2014) , 10.3156/JSOFT.29.5_177_2
Dina Demner-Fushman, Marc D. Kohli, Marc B. Rosenman, Sonya E. Shooshan, Laritza Rodriguez, Sameer Antani, George R. Thoma, Clement J. McDonald, Preparing a collection of radiology examinations for distribution and retrieval Journal of the American Medical Informatics Association. ,vol. 23, pp. 304- 310 ,(2016) , 10.1093/JAMIA/OCV080
Soumith Chintala, Alec Radford, Luke Metz, Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks arXiv: Learning. ,(2015)
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, Deep Residual Learning for Image Recognition computer vision and pattern recognition. pp. 770- 778 ,(2016) , 10.1109/CVPR.2016.90
Yaniv Gur, Mehdi Moradi, Hakan Bulu, Yufan Guo, Colin Compas, Tanveer Syeda-Mahmood, Towards an Efficient Way of Building Annotated Medical Image Collections for Big Data Studies CVII-STENT/LABELS@MICCAI. pp. 87- 95 ,(2017) , 10.1007/978-3-319-67534-3_10
Tanveer Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, Alexandros Karargyris, Building Disease Detection Algorithms with Very Small Numbers of Positive Samples. arXiv: Computer Vision and Pattern Recognition. ,(2018) , 10.1007/978-3-319-66179-7_54
Florin Cristian Ghesu, Tommaso Mansi, Sasa Grbic, Dorin Comaniciu, Bogdan Georgescu, Rui Liao, Vivek Kumar Singh, Ali Kamen, Daguang Xu, Julian Krebs, Pierre de Tournemire, Shun Miao, Li Zhang, Method and System for Image Registration Using an Intelligent Artificial Agent ,(2017)