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papers

Publications (14)

High Performance Rearrangement and Multiplication Routines for Sparse Tensor Arithmetic

Adam P. Harrison, Dileepan Joseph

Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST

Jinzheng Cai, Youbao Tang, Le Lu +5

Semi-Automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks

Youbao Tang, Adam P. Harrison, Mohammadhadi Bagheri +2

Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays

Jinzheng Cai, Le Lu, Adam P. Harrison +3

Random Hinge Forest for Differentiable Learning

Nathan Lay, Adam P. Harrison, Sharon Schreiber +2

Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs

Yuxing Tang, Xiaosong Wang, Adam P. Harrison +3

Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images

Adam P. Harrison, Ziyue Xu, Kevin George +3

Holistic Interstitial Lung Disease Detection using Deep Convolutional Neural Networks: Multi-label Learning and Unordered Pooling

Mingchen Gao, Ziyue Xu, Le Lu +3

White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections

Dakai Jin, Ziyue Xu, Adam P. Harrison +1

Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation

Holger R. Roth, Le Lu, Nathan Lay +4

CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement

Youbao Tang, Jinzheng Cai, Le Lu +5

Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST

Jinzheng Cai, Youbao Tang, Le Lu +5

Pathological Pulmonary Lobe Segmentation from CT Images using Progressive Holistically Nested Neural Networks and Random Walker

Kevin George, Adam P. Harrison, Dakai Jin +2

CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation

Dakai Jin, Ziyue Xu, Youbao Tang +2