Le Lu
TitleCited byYear
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
13632016
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
3712017
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
2722014
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
2642015
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
249*2015
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
1042016
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
962015
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
902018
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
792016
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
arXiv preprint arXiv:1504.04003, 2015
792015
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
762010
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
762007
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
672017
Detection of sclerotic spine metastases via random aggregation of deep convolutional neural network classifications
HR Roth, J Yao, L Lu, J Stieger, JE Burns, RM Summers
Recent advances in computational methods and clinical applications for spine …, 2015
662015
Combined central and subspace clustering for computer vision applications
L Lu, R Vidal
Proceedings of the 23rd international conference on Machine learning, 593-600, 2006
632006
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
612015
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
592018
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
582018
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
arXiv preprint arXiv:1707.04912, 2017
53*2017
Multi-level ground glass nodule detection and segmentation in CT lung images
Y Tao, L Lu, M Dewan, AY Chen, J Corso, J Xuan, M Salganicoff, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2009
532009
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