Mingchen Gao
Mingchen Gao
Department of Computer Science and Engineering, University at Buffalo SUNY
Geverifieerd e-mailadres voor buffalo.edu - Homepage
Titel
Geciteerd door
Geciteerd door
Jaar
Deep convolutional neural networks for computer-aided detection: CNN architectures, dataset characteristics and transfer learning
HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao, D Mollura, ...
IEEE transactions on medical imaging 35 (5), 1285-1298, 2016
29382016
Abnormal detection using interaction energy potentials
X Cui, Q Liu, M Gao, DN Metaxas
CVPR 2011, 3161-3167, 2011
2262011
Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks
M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth, GZ Papadakis, ...
1772016
Deep vessel tracking: A generalized probabilistic approach via deep learning
A Wu, Z Xu, M Gao, M Buty, DJ Mollura
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1363-1367, 2016
512016
Characterization of lung nodule malignancy using hybrid shape and appearance features
M Buty, Z Xu, M Gao, U Bagci, A Wu, DJ Mollura
International Conference on Medical Image Computing and Computer-Assisted …, 2016
422016
Segmentation label propagation using deep convolutional neural networks and dense conditional random field
M Gao, Z Xu, L Lu, A Wu, I Nogues, RM Summers, DJ Mollura
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1265--1268, 2016
382016
Segmenting the papillary muscles and the trabeculae from high resolution cardiac CT through restoration of topological handles
M Gao, C Chen, S Zhang, Z Qian, D Metaxas, L Axel
International Conference on Information Processing in Medical Imaging, 184-195, 2013
322013
Using high resolution cardiac CT data to model and visualize patient-specific interactions between trabeculae and blood flow
S Kulp, M Gao, S Zhang, Z Qian, S Voros, D Metaxas, L Axel
International Conference on Medical Image Computing and Computer-Assisted …, 2011
322011
Towards robust device-free passive localization through automatic camera-assisted recalibration
C Xu, M Gao, B Firner, Y Zhang, R Howard, J Li
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems …, 2012
252012
4D cardiac reconstruction using high resolution CT images
M Gao, J Huang, S Zhang, Z Qian, S Voros, D Metaxas, L Axel
International Conference on Functional Imaging and Modeling of the Heart …, 2011
242011
Joint solution for PET image segmentation, denoising, and partial volume correction
Z Xu, M Gao, GZ Papadakis, B Luna, S Jain, DJ Mollura, U Bagci
Medical image analysis 46, 229-243, 2018
232018
Dynamic routing on deep neural network for thoracic disease classification and sensitive area localization
Y Shen, M Gao
International Workshop on Machine Learning in Medical Imaging, 389-397, 2018
212018
3D anatomical shape atlas construction using mesh quality preserved deformable models
S Zhang, Y Zhan, X Cui, M Gao, J Huang, D Metaxas
Computer Vision and Image Understanding 117 (9), 1061-1071, 2013
202013
Holistic brain tumor screening and classification based on densenet and recurrent neural network
Y Zhou, Z Li, H Zhu, C Chen, M Gao, K Xu, J Xu
International MICCAI Brainlesion Workshop, 208-217, 2018
132018
Multi-label deep regression and unordered pooling for holistic interstitial lung disease pattern detection
M Gao, Z Xu, L Lu, AP Harrison, RM Summers, DJ Mollura
International Workshop on Machine Learning in Medical Imaging, 147-155, 2016
132016
Brain tumor segmentation on MRI with missing modalities
Y Shen, M Gao
International Conference on Information Processing in Medical Imaging, 417-428, 2019
122019
Holistic interstitial lung disease detection using deep convolutional neural networks: Multi-label learning and unordered pooling
M Gao, Z Xu, L Lu, AP Harrison, RM Summers, DJ Mollura
arXiv preprint arXiv:1701.05616, 2017
122017
Scribble-based hierarchical weakly supervised learning for brain tumor segmentation
Z Ji, Y Shen, C Ma, M Gao
International Conference on Medical Image Computing and Computer-Assisted …, 2019
102019
Simplified labeling process for medical image segmentation
M Gao, J Huang, X Huang, S Zhang, DN Metaxas
International Conference on Medical Image Computing and Computer-Assisted …, 2012
102012
Neural style transfer improves 3D cardiovascular MR image segmentation on inconsistent data
C Ma, Z Ji, M Gao
International Conference on Medical Image Computing and Computer-Assisted …, 2019
92019
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Artikelen 1–20