Zhennan Yan
Zhennan Yan
Research Scientist, SenseBrain
Adresse e-mail validée de sensebrain.site
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Multi-instance deep learning: Discover discriminative local anatomies for bodypart recognition
Z Yan, Y Zhan, Z Peng, S Liao, Y Shinagawa, S Zhang, DN Metaxas, ...
IEEE transactions on medical imaging 35 (5), 1332-1343, 2016
1932016
Automated anatomical landmark detection ondistal femur surface using convolutional neural network
D Yang, S Zhang, Z Yan, C Tan, K Li, D Metaxas
2015 IEEE 12th international symposium on biomedical imaging (ISBI), 17-21, 2015
742015
Bodypart recognition using multi-stage deep learning
Z Yan, Y Zhan, Z Peng, S Liao, Y Shinagawa, DN Metaxas, XS Zhou
International conference on information processing in medical imaging, 449-461, 2015
432015
Is interactional dissynchrony a clue to deception? insights from automated analysis of nonverbal visual cues
X Yu, S Zhang, Z Yan, F Yang, J Huang, NE Dunbar, ML Jensen, ...
Cybernetics, IEEE Transactions on 45 (3), 492-506, 2015
372015
Improving nuclei/gland instance segmentation in histopathology images by full resolution neural network and spatial constrained loss
H Qu, Z Yan, GM Riedlinger, S De, DN Metaxas
International Conference on Medical Image Computing and Computer-Assisted …, 2019
34*2019
Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials
Z Yan, S Zhang, C Tan, H Qin, B Belaroussi, HJ Yu, C Miller, DN Metaxas
Computerized Medical Imaging and Graphics 41, 80-92, 2015
232015
Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation
C Tan, L Zhao, Z Yan, K Li, D Metaxas, Y Zhan
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
212018
Automated compromised right lung segmentation method using a robust atlas-based active volume model with sparse shape composition prior in CT
J Zhou, Z Yan, G Lasio, J Huang, B Zhang, N Sharma, K Prado, ...
Computerized Medical Imaging and Graphics 46, 47-55, 2015
212015
Weakly supervised deep nuclei segmentation using partial points annotation in histopathology images
H Qu, P Wu, Q Huang, J Yi, Z Yan, K Li, GM Riedlinger, S De, S Zhang, ...
IEEE Transactions on Medical Imaging 39 (11), 3655-3666, 2020
202020
Soft tissue deformation simulation in virtual surgery using nonlinear finite element method
Z Yan, L Gu, P Huang, S Lv, X Yu, X Kong
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
172007
Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer'S disease
Z Yan, S Zhang, X Liu, DN Metaxas, A Montillo
2013 IEEE 10th International Symposium on Biomedical Imaging, 1202-1205, 2013
162013
Virtual surgery deformable modelling employing GPU based computation
P Huang, L Gu, J Zhang, X Yu, S Lv, Z Yan, L Zhang, H Zhou, X Du
17th International Conference on Artificial Reality and Telexistence (ICAT …, 2007
142007
An automated and robust framework for quantification of muscle and fat in the thigh
C Tan, Z Yan, S Zhang, B Belaroussi, HJ Yu, C Miller, DN Metaxas
2014 22nd International Conference on Pattern Recognition, 3173-3178, 2014
112014
Towards MR-only radiotherapy treatment planning: synthetic CT generation using multi-view deep convolutional neural networks
Y Zhao, S Liao, Y Guo, L Zhao, Z Yan, S Hong, G Hermosillo, T Liu, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
102018
A deep-learning based automatic pulmonary nodule detection system
Y Zhao, L Zhao, Z Yan, M Wolf, Y Zhan
Medical Imaging 2018: Computer-Aided Diagnosis 10575, 1057537, 2018
102018
How intelligent are convolutional neural networks?
Z Yan, XS Zhou
arXiv preprint arXiv:1709.06126, 2017
102017
Multi-instance multi-stage deep learning for medical image recognition
Z Yan, Y Zhan, S Zhang, D Metaxas, XS Zhou
Deep Learning for Medical Image Analysis, 83-104, 2017
102017
Accurate thigh inter-muscular adipose quantification using a data-driven and sparsity-constrained deformable model
C Tan, Z Yan, D Yang, K Li, HJ Yu, K Engelke, C Miller, D Metaxas
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 1130-1134, 2015
92015
Modulus reconstruction from prostate ultrasound images using finite element modeling
Z Yan, S Zhang, SK Alam, DN Metaxas, BS Garra, EJ Feleppa
Medical Imaging 2012: Ultrasonic Imaging, Tomography, and Therapy 8320, 832016, 2012
82012
Collaborative multi-agent learning for MR knee articular cartilage segmentation
C Tan, Z Yan, S Zhang, K Li, DN Metaxas
International Conference on Medical Image Computing and Computer-Assisted …, 2019
72019
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