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Data Science, Machine Learning, Deep Learning, Medical Image Computing
Australia

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Employment (2)

James Cook University: Cairns, AU

2022-01-17 to present | Lecturer
Employment
Source: Self-asserted source
Euijoon Ahn

The University of Sydney: Darlington, NSW, AU

2020-01-01 to 2022-01-14 | Postdoctoral Research Fellow (School of Computer Science)
Employment
Source: Self-asserted source
Euijoon Ahn

Education and qualifications (4)

The University of Sydney: Sydney, NSW, AU

2016 to 2019 | PhD
Education
Source: Self-asserted source
Euijoon Ahn

The University of Sydney: Sydney, NSW, AU

2015 to 2016 | MPhil
Education
Source: Self-asserted source
Euijoon Ahn

The University of Sydney: Sydney, NSW, AU

2012 to 2014 | Master of Information Technology
Education
Source: Self-asserted source
Euijoon Ahn

The University of Newcastle: Callaghan, NSW, AU

2007 to 2010 | Bachelor of Information Technology
Education
Source: Self-asserted source
Euijoon Ahn

Works (32)

Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging

IEEE Journal of Biomedical and Health Informatics
2024 | Journal article
Part of ISSN: 2168-2194
Part of ISSN: 2168-2208
Contributors: Yusheng Zhou; Hao Li; Jianan Liu; Zhengmin Kong; Tao Huang; Euijoon Ahn; Zhihan Lv; Jinman Kim; David Dagan Feng
Source: Self-asserted source
Euijoon Ahn

Unsupervised Representation Learning for 3-Dimensional Magnetic Resonance Imaging Super-Resolution with Degradation Adaptation

IEEE Transactions on Artificial Intelligence
2024 | Journal article
Part of ISSN: 2691-4581
Contributors: Jianan Liu; Hao Li; Tao Huang; Euijoon Ahn; Kang Han; Adeel Razi; Wei Xiang; Jinman Kim; David Dagan Feng
Source: Self-asserted source
Euijoon Ahn

Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study

The Lancet Oncology
2024-07 | Journal article
Part of ISSN: 1470-2045
Contributors: Anindo Saha; Joeran S Bosma; Jasper J Twilt; Bram van Ginneken; Anders Bjartell; Anwar R Padhani; David Bonekamp; Geert Villeirs; Georg Salomon; Gianluca Giannarini et al.
Source: Self-asserted source
Euijoon Ahn

A multi-resolution self-supervised learning framework for semantic segmentation in histopathology

Pattern Recognition
2024-05 | Journal article | Author
Part of ISSN: 0031-3203
Contributors: Hao Wang; Euijoon Ahn; Jinman Kim
Source: Self-asserted source
Euijoon Ahn

Advancements in preprocessing, detection and classification techniques for ecoacoustic data: A comprehensive review for large-scale passive acoustic monitoring

Expert Systems with Applications
2024-05 | Journal article | Author
Part of ISSN: 0957-4174
Contributors: Thomas James Napier; Euijoon Ahn; Slade Allen-Ankins; Lin Schwarzkopf; Ickjai Lee
Source: Self-asserted source
Euijoon Ahn

WaveletDFDS-Net: A Dual Forward Denoising Stream Network for Low-Dose CT Noise Reduction

Electronics
2024-05 | Journal article | Author
Contributors: Yusheng Zhou; Zhengmin Kong; Tao Huang; Euijoon Ahn; Hao Li; Li Ding
Source: check_circle
Multidisciplinary Digital Publishing Institute

An Optimised Grid Search Based Framework for Robust Large-Scale Natural Soundscape Classification

Lecture Notes in Computer Science
2024-01 | Book chapter
Part of ISBN: 9789819983872
Part of ISBN: 9789819983889
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Thomas James Napier; Euijoon Ahn; Slade Allen-Ankins; Ickjai Lee
Source: Self-asserted source
Euijoon Ahn

Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function

Lecture Notes in Computer Science
2023 | Book chapter | Author
Part of ISBN: 9783031439896
Part of ISBN: 9783031439902
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Shijia Zhou; Euijoon Ahn; Hao Wang; AE Quinton; Narelle Kennedy; Pradeeba Sridar; Ralph Nanan; jinman kim
Source: Self-asserted source
Euijoon Ahn

A Deep-Learning Enabled Automatic Fetal Thalamus Diameter Measurement Algorithm

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2023-07-24 | Conference paper
Contributors: Shijia Zhou; Pradeeba Sridar; Narelle June Kennedy; Anne Quinton; Euijoon Ahn; Ralph Nanan; Jinman Kim
Source: Self-asserted source
Euijoon Ahn

SSPT-bpMRI: A Self-supervised Pre-training Scheme for Improving Prostate Cancer Detection and Diagnosis in Bi-parametric MRI<sup>*</sup>

2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)
2023-07-24 | Conference paper
Contributors: Yuan Yuan; Euijoon Ahn; Dagan Feng; Mohamad Khadra; Jinman Kim
Source: Self-asserted source
Euijoon Ahn

Preoperative prediction of microvascular invasion and perineural invasion in pancreatic ductal adenocarcinoma with 18F-FDG PET/CT radiomics analysis

Clinical Radiology
2023-06 | Journal article
Part of ISSN: 0009-9260
Contributors: Chunjuan Jiang; Yuan Yuan; Bingxin Gu; Euijoon Ahn; Jinman Kim; Dagan Feng; Qiu Huang; Shaoli Song
Source: Self-asserted source
Euijoon Ahn

A Review of Predictive and Contrastive Self-supervised Learning for Medical Images

Machine Intelligence Research
2023-06-03 | Journal article | Author
Part of ISSN: 2731-538X
Part of ISSN: 2731-5398
Contributors: WEI-CHIEN WANG; Euijoon Ahn; Dagan Feng; jinman kim
Source: Self-asserted source
Euijoon Ahn

Automated periodontitis bone loss diagnosis in panoramic radiographs using a bespoke two-stage detector

Computers in Biology and Medicine
2022-11 | Journal article | Author
Part of ISSN: 0010-4825
Contributors: Zhengmin Kong; Ouyang Hui; Yi-yuan Cao; Tao Huang; Euijoon Ahn; Maoqi Zhang; Huan Liu
Source: Self-asserted source
Euijoon Ahn

Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss

Proceedings of the AAAI Conference on Artificial Intelligence
2022-06-28 | Journal article
Part of ISSN: 2374-3468
Part of ISSN: 2159-5399
Contributors: Euijoon Ahn
Source: Self-asserted source
Euijoon Ahn

A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
2021-09-28 | Book chapter
Part of ISBN: 9783030871925
Part of ISBN: 9783030871932
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Euijoon Ahn

The Checkpoint Program: Collaborative Care to Reduce the Reliance of Frequent Presenters on ED

International Journal of Integrated Care
2021-06-22 | Journal article
Part of ISSN: 1568-4156
Source: Self-asserted source
Euijoon Ahn

A Mobile App and Dashboard for Early Detection of Infectious Disease Outbreaks: Development Study.

JMIR public health and surveillance
2021-03-09 | Journal article
Source: Self-asserted source
Euijoon Ahn
grade
Preferred source (of 2)‎

Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation

IEEE Transactions on Medical Imaging
2020 | Journal article
EID:

2-s2.0-85087466667

Part of ISBN:

1558254X 02780062

Contributors: Ahn, E.; Kumar, A.; Fulham, M.; Feng, D.; Kim, J.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2020-06 | Conference paper
Source: Self-asserted source
Euijoon Ahn

Convolutional sparse kernel network for unsupervised medical image analysis

Medical Image Analysis
2019 | Journal article
EID:

2-s2.0-85067498008

Part of ISBN:

13618423 13618415

Contributors: Ahn, E.; Kumar, A.; Fulham, M.; Feng, D.; Kim, J.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

Step-wise integration of deep class-specific learning for dermoscopic image segmentation

Pattern Recognition
2019 | Journal article
EID:

2-s2.0-85051363854

Part of ISBN:

00313203

Contributors: Bi, L.; Kim, J.; Ahn, E.; Kumar, A.; Feng, D.; Fulham, M.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

Unsupervised deep transfer feature learning for medical image classification

Proceedings - International Symposium on Biomedical Imaging
2019 | Conference paper
EID:

2-s2.0-85073902638

Part of ISBN:

19458452 19457928

Contributors: Ahn, E.; Kumar, A.; Feng, D.; Fulham, M.; Kim, J.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

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

2019-06-07 | Preprint
Source: Self-asserted source
Euijoon Ahn

Development of a risk predictive scoring system to identify patients at risk of representation to emergency department: A retrospective populationbased analysis in Australia

BMJ Open
2018 | Journal article
EID:

2-s2.0-85054445726

Part of ISBN:

20446055

Contributors: Ahn, E.; Kim, J.; Rahman, K.; Baldacchino, T.; Baird, C.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks

IEEE Transactions on Biomedical Engineering
2017 | Journal article
EID:

2-s2.0-85029520723

Part of ISBN:

15582531 00189294

Contributors: Bi, L.; Kim, J.; Ahn, E.; Kumar, A.; Fulham, M.; Feng, D.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images

IEEE Journal of Biomedical and Health Informatics
2017 | Journal article
EID:

2-s2.0-85020617368

Part of ISBN:

21682194

Contributors: Ahn, E.; Kim, J.; Bi, L.; Kumar, A.; Li, C.; Fulham, M.; Feng, D.D.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

Semi-automatic skin lesion segmentation via fully convolutional networks

Proceedings - International Symposium on Biomedical Imaging
2017 | Conference paper
EID:

2-s2.0-85023204637

Part of ISBN:

19458452 19457928

Contributors: Bi, L.; Kim, J.; Ahn, E.; Feng, D.; Fulham, M.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

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

2017-03-12 | Preprint
Source: Self-asserted source
Euijoon Ahn

Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata

Proceedings - International Symposium on Biomedical Imaging
2016 | Conference paper
EID:

2-s2.0-84978431508

Part of ISBN:

19458452 19457928

Contributors: Bi, L.; Kim, J.; Ahn, E.; Feng, D.; Fulham, M.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification

Proceedings - International Symposium on Biomedical Imaging
2016 | Conference paper
EID:

2-s2.0-84978399498

Part of ISBN:

19458452 19457928

Contributors: Bi, L.; Kim, J.; Ahn, E.; Feng, D.; Fulham, M.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid

Proceedings - International Symposium on Biomedical Imaging
2016 | Conference paper
EID:

2-s2.0-84978420813

Part of ISBN:

19458452 19457928

Contributors: Ahn, E.; Kumar, A.; Kim, J.; Li, C.; Feng, D.; Fulham, M.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

Automated saliency-based lesion segmentation in dermoscopic images

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | Conference paper
EID:

2-s2.0-84953306575

Part of ISBN:

1557170X

Contributors: Ahn, E.; Bi, L.; Jung, Y.H.; Kim, J.; Li, C.; Fulham, M.; Feng, D.D.
Source: Self-asserted source
Euijoon Ahn via Scopus - Elsevier

Peer review (18 reviews for 5 publications/grants)

Review activity for Expert systems with applications. (1)
Review activity for Medical image analysis. (4)
Review activity for Nature communications (2)
Review activity for PloS one. (1)
Review activity for The visual computer (10)