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BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition

Sep 19, 2020
Usman Naseem, Matloob Khushi, Vinay Reddy, Sakthivel Rajendran, Imran Razzak, Jinman Kim

* 7 pages 

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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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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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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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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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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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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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