Xiaosong Wang
Xiaosong Wang
Senior Applied Research Scientist, Nvidia
Geverifieerd e-mailadres voor nvidia.com - Homepage
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ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases
X Wang, Y Peng, L Lu, Z Lu, M Bagheri, RM Summers
IEEE CVPR 2017, 2017
9122017
Deep learning in medical imaging and radiation therapy
B Sahiner, A Pezeshk, LM Hadjiiski, X Wang, K Drukker, KH Cha, ...
Medical physics 46 (1), e1-e36, 2019
1672019
Tienet: Text-image embedding network for common thorax disease classification and reporting in chest x-rays
X Wang, Y Peng, L Lu, Z Lu, RM Summers
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1302018
DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning
K Yan, X Wang, L Lu, RM Summers
Journal of Medical Imaging 5 (3), 036501, 2018
110*2018
Deep lesion graphs in the wild: relationship learning and organization of significant radiology image findings in a diverse large-scale lesion database
K Yan, X Wang, L Lu, L Zhang, AP Harrison, M Bagheri, RM Summers
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
602018
Negbio: a high-performance tool for negation and uncertainty detection in radiology reports
Y Peng, X Wang, L Lu, M Bagheri, R Summers, Z Lu
AMIA Summits on Translational Science Proceedings 2018, 188, 2018
472018
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition
X Wang, L Lu, H Shin, L Kim, M Bagheri, I Nogues, J Yao, RM Summers
IEEE WACV 2017, 2017
44*2017
Attention-guided curriculum learning for weakly supervised classification and localization of thoracic diseases on chest radiographs
Y Tang, X Wang, AP Harrison, L Lu, J Xiao, RM Summers
International Workshop on Machine Learning in Medical Imaging, 249-258, 2018
432018
Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images
YK Tsehay, NS Lay, HR Roth, X Wang, JT Kwak, BI Turkbey, PA Pinto, ...
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 1013405, 2017
392017
Automatic lymph node cluster segmentation using holistically-nested neural networks and structured optimization in CT images
I Nogues, L Lu, X Wang, H Roth, G Bertasius, N Lay, J Shi, Y Tsehay, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
342016
Biopsy-guided Learning with Deep Convolutional Neural Networks for Prostate Cancer Detection on Multiparametric MRI
Y Tsehay, N Lay, X Wang, JT Kwak, B Turbey, P Choyke, P Pinto, B Wood, ...
IEEE ISBI 2017, 2017
262017
Generalizing deep learning for medical image segmentation to unseen domains via deep stacked transformation
L Zhang, X Wang, D Yang, T Sanford, S Harmon, B Turkbey, BJ Wood, ...
IEEE Transactions on Medical Imaging, 2020
16*2020
Archive film defect detection and removal: an automatic restoration framework
X Wang, M Mirmehdi
IEEE transactions on image processing 21 (8), 3757-3769, 2012
122012
Archive film restoration based on spatiotemporal random walks
X Wang, M Mirmehdi
European Conference on Computer Vision, 478-491, 2010
112010
Spatial-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data
L Zhang, L Lu, X Wang, RM Zhu, M Bagheri, RM Summers, J Yao
arXiv preprint arXiv:1902.08716, 2019
72019
HMM based Archive Film Defect Detection with Spatial and Temporal Constraints.
X Wang, M Mirmehdi
BMVC (Best Industrial Paper Award), 1-11, 2009
72009
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
L Lu, X Wang, G Carneiro, L Yang
Springer, 2019
52019
Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network
Z Xu, X Wang, HC Shin, D Yang, H Roth, F Milletari, L Zhang, D Xu
Medical Imaging with Deep Learning, 2020
4*2020
Weakly supervised segmentation from extreme points
H Roth, L Zhang, D Yang, F Milletari, Z Xu, X Wang, D Xu
Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and …, 2019
42019
Tunable CT lung nodule synthesis conditioned on background image and semantic features
Z Xu, X Wang, HC Shin, H Roth, D Yang, F Milletari, L Zhang, D Xu
International Workshop on Simulation and Synthesis in Medical Imaging, 62-70, 2019
22019
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Artikelen 1–20