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Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning


Apr 23, 2021
Yige Peng, Lei Bi, Ashnil Kumar, Michael Fulham, Dagan Feng, Jinman Kim

* Under Review 

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Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search


Jul 12, 2020
Yige Peng, Lei Bi, Michael Fulham, Dagan Feng, Jinman Kim

* Accepted by MICCAI 2020 

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A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image


Feb 28, 2020
Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim

* 10 pages, 8 figures, Conference on Computer Vision and Pattern Recognition (CVPR) 2020 

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IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes


Oct 03, 2019
Zehui Yao, Boyan Zhang, Zhiyong Wang, Wanli Ouyang, Dong Xu, Dagan Feng


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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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Automated Segmentation of the Optic Disk and Cup using Dual-Stage Fully Convolutional Networks


Feb 13, 2019
Lei Bi, Yuyu Guo, Qian Wang, Dagan Feng, Michael Fulham, Jinman Kim

* REFUGE Challenge 

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Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation


Jul 31, 2018
Lei Bi, Dagan Feng, Jinman Kim

* 6 pages 

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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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3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation


Jul 18, 2018
Haozhe Jia, Yang Song, Donghao Zhang, Heng Huang, Dagan Feng, Michael Fulham, Yong Xia, Weidong Cai

* 9 pages, 3 figures, 2 tables, 16 references 

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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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Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks


Mar 17, 2017
Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng

* Submission for ISIC2017 Challenge 

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Morphometry-Based Longitudinal Neurodegeneration Simulation with MR Imaging


Aug 24, 2015
Siqi Liu, Sidong Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, Michael Fulham, Weidong Cai

* 6 pages, 3 figures, preprint for journal publication 

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