Euijoon Ahn

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 35

Top Topics

Convolutional Neural Networks

Lesion Segmentation

Top Venues

Pattern Recognit.

Publications

Thomas Napier, Euijoon Ahn, Slade Allen-Ankins, Lin Schwarzkopf, Ickjai Lee
Advancements in preprocessing, detection and classification techniques for ecoacoustic data: A comprehensive review for large-scale Passive Acoustic Monitoring. Expert Syst. Appl. 252 (2024)
Hao Wang, Euijoon Ahn, Jinman Kim
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology. Pattern Recognit. 155 (2024)
Hao Wang, Euijoon Ahn, Jinman Kim
GVT2RPM: An Empirical Study for General Video Transformer Adaptation to Remote Physiological Measurement. CoRR (2024)
Hao Wang, Euijoon Ahn, Lei Bi, Jinman Kim
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion Classification. CoRR (2023)
Wei-Chien Wang, Euijoon Ahn, Dagan Feng, Jinman Kim
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images. CoRR (2023)
Thomas Napier, Euijoon Ahn, Slade Allen-Ankins, Ickjai Lee
An Optimised Grid Search Based Framework for Robust Large-Scale Natural Soundscape Classification. AI (1) (2023)
Yuan Yuan, Euijoon Ahn, Dagan Feng, Mohamed Khadra, Jinman Kim
SSPT-bpMRI: A Self-supervised Pre-training Scheme for Improving Prostate Cancer Detection and Diagnosis in Bi-parametric MRI. EMBC (2023)
Wei-Chien Wang, Euijoon Ahn, David Feng, Jinman Kim
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images. Mach. Intell. Res. 20 (4) (2023)
Shijia Zhou, Euijoon Ahn, Hao Wang, Ann Quinton, Narelle Kennedy, Pradeeba Sridar, Ralph Nanan, Jinman Kim
Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function. MICCAI (7) (2023)
Shijia Zhou, Pradeeba Sridar, Narelle June Kennedy, Ann Quinton, Euijoon Ahn, Ralph Nanan, Jinman Kim
A Deep-Learning Enabled Automatic Fetal Thalamus Diameter Measurement Algorithm. EMBC (2023)
Hao Wang, Euijoon Ahn, Jinman Kim
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images. CoRR (2023)
Zhengmin Kong, Hui Ouyang, Yiyuan Cao, Tao Huang, Euijoon Ahn, Maoqi Zhang, Huan Liu
Automated periodontitis bone loss diagnosis in panoramic radiographs using a bespoke two-stage detector. Comput. Biol. Medicine 152 (2023)
Yusheng Zhou, Hao Li, Jianan Liu, Zhengmin Kong, Tao Huang, Euijoon Ahn, Zhihan Lv
UNAEN: Unsupervised Abnomality Extraction Network for MRI Motion Artifact Reduction. CoRR (2023)
Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Adeel Razi, Wei Xiang
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation. CoRR (2022)
Hao Wang, Euijoon Ahn, Jinman Kim
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss. AAAI (2022)
Yuan Yuan, Euijoon Ahn, Dagan Feng, Mohamed Khadra, Jinman Kim
Z-SSMNet: A Zonal-aware Self-Supervised Mesh Network for Prostate Cancer Detection and Diagnosis in bpMRI. CoRR (2022)
Euijoon Ahn, Dagan Feng, Jinman Kim
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation. MICCAI (1) (2021)
Hao Wang, Euijoon Ahn, Jinman Kim
Self-Supervised Learning Framework for Remote Heart Rate Estimation Using Spatiotemporal Augmentation. CoRR (2021)
Euijoon Ahn, Dagan Feng, Jinman Kim
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation. CoRR (2021)
Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image. CoRR (2020)
Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation. IEEE Trans. Medical Imaging 39 (7) (2020)
Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image. CVPR (2020)
Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
Unsupervised Deep Transfer Feature Learning for Medical Image Classification. CoRR (2019)
Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
Unsupervised Deep Transfer Feature Learning for Medical Image Classification. ISBI (2019)
Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
Convolutional sparse kernel network for unsupervised medical image analysis. Medical Image Anal. 56 (2019)
Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification. CoRR (2019)
Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham
Step-wise integration of deep class-specific learning for dermoscopic image segmentation. Pattern Recognit. 85 (2019)
Euijoon Ahn, Jinman Kim, Ashnil Kumar, Michael J. Fulham, Dagan Feng
Sparsity-based Convolutional Kernel Network for Unsupervised Medical Image Analysis. CoRR (2018)
Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng
Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks. CoRR (2017)
Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
Semi-automatic skin lesion segmentation via fully convolutional networks. ISBI (2017)
Euijoon Ahn, Jinman Kim, Lei Bi, Ashnil Kumar, Changyang Li, Michael J. Fulham, David Dagan Feng
Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng
Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification. ISBI (2016)
Euijoon Ahn, Ashnil Kumar, Jinman Kim, ChangYang Li, Dagan Feng, Michael J. Fulham
X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid. ISBI (2016)
Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata. ISBI (2016)
Euijoon Ahn, Lei Bi, Younhyun Jung, Jinman Kim, Changyang Li, Michael J. Fulham, David Dagan Feng
Automated saliency-based lesion segmentation in dermoscopic images. EMBC (2015)