Dong Nie
TitleCited byYear
Medical image synthesis with context-aware generative adversarial networks
D Nie, R Trullo, J Lian, C Petitjean, S Ruan, Q Wang, D Shen
International Conference on Medical Image Computing and Computer-Assisted†…, 2017
2512017
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
1042018
3D deep learning for multi-modal imaging-guided survival time prediction of brain tumor patients
D Nie, H Zhang, E Adeli, L Liu, D Shen
International Conference on Medical Image Computing and Computer-Assisted†…, 2016
1002016
Fully convolutional networks for multi-modality isointense infant brain image segmentation
D Nie, L Wang, Y Gao, D Shen
Biomedical Imaging (ISBI), 2016 IEEE 13th International Symposium on, 1342-1345, 2016
982016
Estimating CT image from MRI data using 3D fully convolutional networks
D Nie, X Cao, Y Gao, L Wang, D Shen
Deep Learning and Data Labeling for Medical Applications, 170-178, 2016
832016
Medical image synthesis with deep convolutional adversarial networks
D Nie, R Trullo, J Lian, L Wang, C Petitjean, S Ruan, Q Wang, D Shen
IEEE Transactions on Biomedical Engineering 65 (12), 2720-2730, 2018
602018
Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI
L Xiang, Y Qiao, D Nie, L An, W Lin, Q Wang, D Shen
Neurocomputing 267, 406-416, 2017
482017
Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image
L Xiang, Q Wang, D Nie, L Zhang, X Jin, Y Qiao, D Shen
Medical image analysis 47, 31-44, 2018
352018
3-D fully convolutional networks for multimodal isointense infant brain image segmentation
D Nie, L Wang, E Adeli, C Lao, W Lin, D Shen
IEEE transactions on cybernetics 49 (3), 1123-1136, 2018
352018
Deformable image registration based on similarity-steered CNN regression
X Cao, J Yang, J Zhang, D Nie, M Kim, Q Wang, D Shen
International Conference on Medical Image Computing and Computer-Assisted†…, 2017
342017
Multi‐task diagnosis for autism spectrum disorders using multi‐modality features: A multi‐center study
J Wang, Q Wang, J Peng, D Nie, F Zhao, M Kim, H Zhang, CY Wee, ...
Human brain mapping 38 (6), 3081-3097, 2017
302017
Interleaved 3D‐CNN s for joint segmentation of small‐volume structures in head and neck CT images
X Ren, L Xiang, D Nie, Y Shao, H Zhang, D Shen, Q Wang
Medical physics 45 (5), 2063-2075, 2018
272018
Segmentation of organs at risk in thoracic CT images using a sharpmask architecture and conditional random fields
R Trullo, C Petitjean, S Ruan, B Dubray, D Nie, D Shen
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017†…, 2017
272017
ASDNet: Attention based Semi-supervised Deep Networks for BioMedical Image Segmentation
D Nie, Y Gao, L Wang, D Shen
International Conference on Medical Image Computing and Computer-Assisted†…, 2018
232018
Anatomical landmark based deep feature representation for MR images in brain disease diagnosis
M Liu, J Zhang, D Nie, PT Yap, D Shen
IEEE journal of biomedical and health informatics 22 (5), 1476-1485, 2018
212018
Citywide estimation of traffic dynamics via sparse GPS traces
W Li, D Nie, D Wilkie, MC Lin
IEEE Intelligent Transportation Systems Magazine 9 (3), 100-113, 2017
192017
Benchmark on automatic 6-month-old infant brain segmentation algorithms: the iSeg-2017 challenge
L Wang, D Nie, G Li, … Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, ...
IEEE transactions on medical imaging, 2019
172019
Predicting personality on social media with semi-supervised learning
D Nie, Z Guan, B Hao, S Bai, T Zhu
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI†…, 2014
172014
Pelvic organ segmentation using distinctive curve guided fully convolutional networks
K He, X Cao, Y Shi, D Nie, Y Gao, D Shen
IEEE transactions on medical imaging 38 (2), 585-595, 2018
122018
Joint segmentation of multiple thoracic organs in CT images with two collaborative deep architectures
R Trullo, C Petitjean, D Nie, D Shen, S Ruan
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical†…, 2017
112017
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