Le Lu
Le Lu
Executive Director, PAII Inc., Johns Hopkins University, IEEE Fellow, MICCAI Board Member
Verified email at cs.jhu.edu - Homepage
Title
Cited by
Cited by
Year
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
29852016
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
Proceedings of the IEEE conference on computer vision and pattern …, 2017
13832017
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation
HR Roth, L Lu, A Farag, HC Shin, J Liu, E Turkbey, RM Summers
18th International Conference on Medical Image Computing and Computer …, 2015
4522015
Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation
RS Holger Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Cherry Kevin ...
IEEE Trans. on Medical Imaging, 1-12, 2015
440*2015
A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations
H Roth, L Lu, A Seff, K Cherry, J Liu, S Wang, E Turkbey, RM Summers
Medical Image Computing and Computer-Assisted Intervention-MICCAI 2014, 2014
4192014
Learning to read chest x-rays: Recurrent neural cascade model for automated image annotation
HC Shin, K Roberts, L Lu, D Demner-Fushman, J Yao, RM Summers
Proceedings of the IEEE conference on computer vision and pattern …, 2016
2042016
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
1972018
DeepPap: deep convolutional networks for cervical cell classification
L Zhang, L Lu, I Nogues, RM Summers, S Liu, J Yao
IEEE journal of biomedical and health informatics 21 (6), 1633-1643, 2017
1952017
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, ...
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018
1782018
Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation
HR Roth, L Lu, N Lay, AP Harrison, A Farag, A Sohn, RM Summers
Medical image analysis 45, 94-107, 2018
1642018
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
163*2018
Deep convolutional networks for pancreas segmentation in CT imaging
HR Roth, A Farag, L Lu, EB Turkbey, RM Summers
Medical Imaging 2015: Image Processing 9413, 94131G, 2015
1432015
Anatomy-specific classification of medical images using deep convolutional nets
HR Roth, CT Lee, HC Shin, A Seff, L Kim, J Yao, L Lu, RM Summers
2015 IEEE 12th international symposium on biomedical imaging (ISBI), 101-104, 2015
1352015
Spatial aggregation of holistically-nested networks for automated pancreas segmentation
HR Roth, L Lu, A Farag, A Sohn, RM Summers
International conference on medical image computing and computer-assisted …, 2016
1322016
Improving deep pancreas segmentation in CT and MRI images via recurrent neural contextual learning and direct loss function
J Cai, L Lu, Y Xie, F Xing, L Yang
International conference on medical image computing and computer-assisted …, 2017
111*2017
Progressive and multi-path holistically nested neural networks for pathological lung segmentation from CT images
AP Harrison, Z Xu, K George, L Lu, RM Summers, DJ Mollura
International conference on medical image computing and computer-assisted …, 2017
1012017
Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database
HC Shin, L Lu, L Kim, A Seff, J Yao, RM Summers
IEEE Conference on Computer Vision and Pattern Recognition, 1090-1099, 2015
942015
Deep learning and convolutional neural networks for medical image computing
L Lu, Y Zheng, G Carneiro, L Yang
Advances in Computer Vision and Pattern Recognition 10, 978-3, 2017
932017
A bottom-up approach for pancreas segmentation using cascaded superpixels and (deep) image patch labeling
A Farag, L Lu, HR Roth, J Liu, E Turkbey, RM Summers
IEEE Transactions on Image Processing 26 (1), 386-399, 2016
932016
Pancreas segmentation in MRI using graph-based decision fusion on convolutional neural networks
J Cai, L Lu, Z Zhang, F Xing, L Yang, Q Yin
International Conference on Medical Image Computing and Computer-Assisted …, 2016
852016
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