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ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example Mining


Jan 18, 2019
Youbao Tang, Ke Yan, Yuxing Tang, Jiamin Liu, Jing Xiao, Ronald M. Summers


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A Bottom-up Approach for Pancreas Segmentation using Cascaded Superpixels and (Deep) Image Patch Labeling


Mar 07, 2016
Amal Farag, Le Lu, Holger R. Roth, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

* 14 pages, 14 figures, 2 tables 

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Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation


Sep 15, 2015
Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin Cherry, Lauren Kim, Ronald M. Summers

* IEEE Transactions on Medical Imaging, 28 September 2015, Volume:PP, Issue: 99 
* 2D vs 2.5D vs 3D inputs and comparison to other standard classifiers such as SVM have been addressed by more experimentation and two completely new sections and figures. Results and Discussions have been updated accordingly 

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DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation


Jun 22, 2015
Holger R. Roth, Le Lu, Amal Farag, Hoo-Chang Shin, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

* To be presented at MICCAI 2015 - 18th International Conference on Medical Computing and Computer Assisted Interventions, Munich, Germany 

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2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers


Aug 14, 2014
Ari Seff, Le Lu, Kevin M. Cherry, Holger Roth, Jiamin Liu, Shijun Wang, Joanne Hoffman, Evrim B. Turkbey, Ronald M. Summers

* This article will be presented at MICCAI (Medical Image Computing and Computer-Assisted Intervention) 2014 

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A Bottom-Up Approach for Automatic Pancreas Segmentation in Abdominal CT Scans


Jul 31, 2014
Amal Farag, Le Lu, Evrim Turkbey, Jiamin Liu, Ronald M. Summers

* Abdominal Workshop in Conjunction with MICCAI 2014 

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A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations


Jun 06, 2014
Holger R. Roth, Le Lu, Ari Seff, Kevin M. Cherry, Joanne Hoffman, Shijun Wang, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

* Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 Volume 8673 of the series Lecture Notes in Computer Science pp 520-527 
* This article will be presented at MICCAI (Medical Image Computing and Computer-Assisted Interventions) 2014 

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