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Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation

Aug 06, 2020
Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael Fulham, Jinman Kim


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Semi-supervised estimation of event temporal length for cell event detection

Sep 22, 2019
Ha Tran Hong Phan, Ashnil Kumar, David Feng, Michael Fulham, Jinman Kim


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Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification

Jun 07, 2019
Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael Fulham, Jinman Kim

* 8 pages 

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Unsupervised Deep Transfer Feature Learning for Medical Image Classification

Mar 26, 2019
Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael Fulham, Jinman Kim

* 4 pages, 1 figure, 3 tables, Accepted (Oral) as IEEE International Symposium on Biomedical Imaging 2019 

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Sparsity-based Convolutional Kernel Network for Unsupervised Medical Image Analysis

Jul 27, 2018
Euijoon Ahn, Jinman Kim, Ashnil Kumar, Michael Fulham, Dagan Feng

* 11 pages, 8 figures, 3 tables 

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An unsupervised long short-term memory neural network for event detection in cell videos

Sep 07, 2017
Ha Tran Hong Phan, Ashnil Kumar, David Feng, Michael Fulham, Jinman Kim


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Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)

Jul 31, 2017
Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael Fulham

* 9 pages, 2 figures 

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Automatic Liver Lesion Detection using Cascaded Deep Residual Networks

May 21, 2017
Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng

* Submission for 2017 ISBI LiTS Challenge 

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