|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
|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
|Regression convolutional neural network for automated pediatric bone age assessment from hand radiograph|
X Ren, T Li, X Yang, S Wang, S Ahmad, L Xiang, SR Stone, L Li, Y Zhan, ...
IEEE journal of biomedical and health informatics, 2018
|Quantitative evaluation of subchondral bone microarchitecture in knee osteoarthritis using 3T MRI|
C Liu, C Liu, X Ren, L Si, H Shen, Q Wang, W Yao
BMC musculoskeletal disorders 18 (1), 496, 2017
|Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks|
T Liu, Q Guo, C Lian, X Ren, S Liang, J Yu, L Niu, W Sun, D Shen
Medical image analysis 58, 101555, 2019
|A Multi-organ Nucleus Segmentation Challenge|
N Kumar, R Verma, D Anand, Y Zhou, OF Onder, E Tsougenis, H Chen, ...
IEEE transactions on medical imaging, 2019
|Morphological Simplification of Brain MR Images by Deep Learning for Facilitating Deformable Registration|
D Wei, S Ahmad, Z Wu, X Cao, X Ren, G Li, D Shen, Q Wang
International Workshop on Machine Learning in Medical Imaging, 203-211, 2019
|Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization|
X Ren, L Zhang, D Wei, D Shen, Q Wang
International Workshop on Machine Learning in Medical Imaging, 1-8, 2019
|Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation|
X Ren, L Zhang, S Ahmad, D Nie, F Yang, L Xiang, Q Wang, D Shen
arXiv preprint arXiv:1905.08720, 2019
|Can pretreatment 18 F-FDG PET tumor texture features predict the outcomes of osteosarcoma treated by neoadjuvant chemotherapy?|
QY Song, Hongjun and Jiao, Yining and Wei, Weijun and Ren, Xuhua and Shen ...
European radiology 29 (7), 3945--3954, 2019
|Ensembles of Multiple Scales, Losses and Models for Segmentation of Brain Area|
X Ren, D Shen, Q Wang