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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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Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images


Apr 01, 2021
Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael Fulham, Jinman Kim


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Enhancing Medical Image Registration via Appearance Adjustment Networks


Mar 09, 2021
Mingyuan Meng, Lei Bi, Michael Fulham, David Dagan Feng, Jinman Kim

* Under review 

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Attention-Enhanced Cross-Task Network for Analysing Multiple Attributes of Lung Nodules in CT


Mar 05, 2021
Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael Fulham, Jinman Kim


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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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Deep Multi-Scale Resemblance Network for the Sub-class Differentiation of Adrenal Masses on Computed Tomography Images


Jul 29, 2020
Lei Bi, Jinman Kim, Tingwei Su, Michael Fulham, David Dagan Feng, Guang Ning

* 18 pages 

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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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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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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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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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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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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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