Le Lu
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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
25342016
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
10472017
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
4012015
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
390*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
3822014
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
1702016
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
1692017
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
1562018
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
1562018
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
1382018
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
1272015
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
125*2018
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
1182016
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
1162015
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
100*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
912017
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
872016
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
862015
Hierarchical segmentation and identification of thoracic vertebra using learning-based edge detection and coarse-to-fine deformable model
J Ma, L Lu, Y Zhan, X Zhou, M Salganicoff, A Krishnan
International Conference on Medical Image Computing and Computer-Assisted …, 2010
822010
A nonparametric treatment for location/segmentation based visual tracking
L Lu, GD Hager
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
792007
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Artikelen 1–20