Publications

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Year
Type
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image
2020
Guo, Yuyu; Bi, Lei; Ahn, Euijoon; Feng, Dagan; Wang, Quian; Kim, Jinman (2020) 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image Seattle, WA, USA, [DOI]
Conference Publication ResearchOnline@JCU
Unsupervised domain adaptation to classify medical images using zero-bias convolutional auto-encoders and context-based feature augmentation
2020
Ahn, Euijoon; Kumar, Ashnil; Fulham, Michael; Feng, Dagan; Kim, Jinman (2020) 'Unsupervised domain adaptation to classify medical images using zero-bias convolutional auto-encoders and context-based feature augmentation'. IEEE Transactions on Medical Imaging, 39 (7):2385-2394. [DOI]
Journal Publication ResearchOnline@JCU
Convolutional sparse kernel network for unsupervised medical image analysis
2019
Ahn, Euijoon; Kumar, Ashnil; Fulham, Michael; Feng, Dagan; Kim, Jinman (2019) 'Convolutional sparse kernel network for unsupervised medical image analysis'. Medical Image Analysis, 56 :140-151. [DOI]
Journal Publication ResearchOnline@JCU
Step-wise integration of deep class-specific learning for dermoscopic image segmentation
2019
Bi, Lei; Kim, Jinman; Ahn, Euijoon; Kumar, Ashnil; Feng, Dagan; Fulham, Michael (2019) 'Step-wise integration of deep class-specific learning for dermoscopic image segmentation'. Pattern Recognition, 85 :78-89. [DOI]
Journal Publication ResearchOnline@JCU
Unsupervised Deep Transfer Feature Learning for Medical Image Classification
2019
Ahn, Euijoon; Kumar, Ashnil; Feng, Dagan; Fulham, Michael; Kim, Jinman (2019) 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) Unsupervised Deep Transfer Feature Learning for Medical Image Classification Venice, Italy, [DOI]
Conference Publication ResearchOnline@JCU
Development of a risk predictive scoring system to identify patients at risk of representation to emergency department: a retrospective population-based analysis in Australia
2018
Ahn, Euijoon; Kim, Jinman; Rahman, Khairunnessa; Baldacchino, Tanya; Baird, Christine (2018) 'Development of a risk predictive scoring system to identify patients at risk of representation to emergency department: a retrospective population-based analysis in Australia'. BMJ Open, 8 . [DOI]
Journal Publication Open Access ResearchOnline@JCU
Dermoscopic image segmentation via multistage fully convolutional networks
2017
Bi, Lei; Kim, Jinman; Ahn, Euijoon; Kumar, Ashnil; Fulham, Michael; Feng, Dagan (2017) 'Dermoscopic image segmentation via multistage fully convolutional networks'. IEEE Transactions on Biomedical Engineering, 64 (9):2065-2074. [DOI]
Journal Publication ResearchOnline@JCU
Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images
2017
Ahn, Euijoon; Kim, Jinman; Bi, Lei; Kumar, Ashnil; Li, Changyang; Fulham, Michael; Feng, David Dagan (2017) 'Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images'. IEEE Journal of Biomedical and Health Informatics, 21 (6):1685-1693. [DOI]
Journal Publication ResearchOnline@JCU
Semi-automatic skin lesion segmentation via fully convolutional networks
2017
Bi, Lei; Kim, Jinman; Ahn, Euijoon; Feng, Dagan; Fulham, Michael (2017) 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) Semi-automatic skin lesion segmentation via fully convolutional networks Melbourne, VIC, Australia, [DOI]
Conference Publication ResearchOnline@JCU
Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata
2016
Bi, Lei; Kim, Jinman; Ahn, Euijoon; Feng, Dagan; Fulham, Michael (2016) 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata Prague, Czech Republic, [DOI]
Conference Publication ResearchOnline@JCU