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
12522016
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
3262017
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
2662014
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
2452015
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
239*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
932016
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
932015
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
852018
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
772015
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
752007
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
742016
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
712010
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
652015
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
612006
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
592015
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
582017
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
552018
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
Stratified learning of local anatomical context for lung nodules in CT images
D Wu, L Lu, J Bi, Y Shinagawa, K Boyer, A Krishnan, M Salganicoff
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
522010
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
502018
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