Euijoon Ahn - RankMe

51 papers A* 2Misc 1Journal 36Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GVT2RPM: An empirical study for general video transformer adaptation to remote physiological measurement. Biomed. Signal Process. Control. Hao Wang, Euijoon Ahn, Andrew Joseph, Faraz Pathan, Kazuaki Negishi, Jinman Kim
2026	J	`jnl`	Toward Clinically Ready Foundation Models in Medical Image Analysis: Adaptation Mechanisms and Deployment Trade-offs. CoRR Karma Phuntsho, Abdullah, Kyungmi Lee, Ickjai Lee, Euijoon Ahn
2025	J	`jnl`	Adaptation of Foundation Models for Medical Image Analysis: Strategies, Challenges, and Future Directions. CoRR Karma Phuntsho, Abdullah, Kyungmi Lee, Ickjai Lee, Euijoon Ahn
2025	J	`jnl`	Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review. CoRR Abdullah, Tao Huang, Ickjai Lee, Euijoon Ahn
2025	J	`jnl`	Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging. IEEE J. Biomed. Health Informatics Yusheng Zhou, Hao Li, Jianan Liu, Zhengmin Kong, Tao Huang, Euijoon Ahn, Zhihan Lv, Jinman Kim, David Dagan Feng
2025	—	`conf`	High-Resolution Histopathology Whole Slide Image Generation Using Wavelet Diffusion Model. ISBI Abdullah, Tao Huang, Ickjai Lee, Euijoon Ahn
2025	J	`jnl`	LEAVES: An open-source web-based tool for the scalable annotation and visualisation of large-scale ecoacoustic datasets using cluster analysis. Ecol. Informatics Thomas Napier, Euijoon Ahn, Slade Allen-Ankins, Lin Schwarzkopf, Ickjai Lee
2025	J	`jnl`	Multimodal Generative AI with Autoregressive LLMs for Human Motion Understanding and Generation: A Way Forward. CoRR Muhammad Islam, Tao Huang, Euijoon Ahn, Usman Naseem
2025	J	`jnl`	Self-supervised multi-modality learning for multi-label skin lesion classification. Comput. Methods Programs Biomed. Hao Wang, Euijoon Ahn, Lei Bi, Jinman Kim
2025	J	`jnl`	TQGDNet: Coronary artery calcium deposit detection on computed tomography. Comput. Medical Imaging Graph. Wei-Chien Wang, Christopher Yu, Euijoon Ahn, Shahab Pathan, Kazuaki Negishi, Jinman Kim
2025	J	`jnl`	Unsupervised Radar Point Cloud Enhancement via Arbitrary LiDAR Guided Diffusion Prior. CoRR Yanlong Yang, Jianan Liu, Guanxiong Luo, Hao Li, Euijoon Ahn, Mostafa Rahimi Azghadi, Tao Huang
2025	J	`jnl`	Z-SSMNet: Zonal-aware Self-supervised Mesh Network for prostate cancer detection and diagnosis with Bi-parametric MRI. Comput. Medical Imaging Graph. Yuan Yuan, Euijoon Ahn, David Feng, Mohamed Khadra, Jinman Kim
2024	J	`jnl`	A multi-resolution self-supervised learning framework for semantic segmentation in histopathology. Pattern Recognit. Hao Wang, Euijoon Ahn, Jinman Kim
2024	J	`jnl`	Advancements in preprocessing, detection and classification techniques for ecoacoustic data: A comprehensive review for large-scale Passive Acoustic Monitoring. Expert Syst. Appl. Thomas Napier, Euijoon Ahn, Slade Allen-Ankins, Lin Schwarzkopf, Ickjai Lee
2024	J	`jnl`	GVT2RPM: An Empirical Study for General Video Transformer Adaptation to Remote Physiological Measurement. CoRR Hao Wang, Euijoon Ahn, Jinman Kim
2024	J	`jnl`	Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function. CoRR Shijia Zhou, Euijoon Ahn, Hao Wang, Ann Quinton, Narelle Kennedy, Pradeeba Sridar, Ralph Nanan, Jinman Kim
2024	Misc	`conf`	Multi-Phase and Hierarchical Unsupervised Learning Framework for Glioblastoma Sub-Region Segmentation in MRI Sequences. DICTA Yue Xia, Yuan Yuan, Euijoon Ahn, Jinman Kim
2024	J	`jnl`	Unsupervised Representation Learning for 3-D Magnetic Resonance Imaging Superresolution With Degradation Adaptation. IEEE Trans. Artif. Intell. Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Kang Han, Adeel Razi, Wei Xiang, Jinman Kim, David Dagan Feng
2023	—	`conf`	A Deep-Learning Enabled Automatic Fetal Thalamus Diameter Measurement Algorithm. EMBC Shijia Zhou, Pradeeba Sridar, Narelle June Kennedy, Ann Quinton, Euijoon Ahn, Ralph Nanan, Jinman Kim
2023	J	`jnl`	A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images. CoRR Hao Wang, Euijoon Ahn, Jinman Kim
2023	J	`jnl`	A Review of Predictive and Contrastive Self-supervised Learning for Medical Images. CoRR Wei-Chien Wang, Euijoon Ahn, Dagan Feng, Jinman Kim
2023	J	`jnl`	A Review of Predictive and Contrastive Self-supervised Learning for Medical Images. Mach. Intell. Res. Wei-Chien Wang, Euijoon Ahn, David Feng, Jinman Kim
2023	—	`conf`	An Optimised Grid Search Based Framework for Robust Large-Scale Natural Soundscape Classification. AI (1) Thomas Napier, Euijoon Ahn, Slade Allen-Ankins, Ickjai Lee
2023	J	`jnl`	Automated periodontitis bone loss diagnosis in panoramic radiographs using a bespoke two-stage detector. Comput. Biol. Medicine Zhengmin Kong, Hui Ouyang, Yiyuan Cao, Tao Huang, Euijoon Ahn, Maoqi Zhang, Huan Liu
2023	—	`conf`	Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function. MICCAI (7) Shijia Zhou, Euijoon Ahn, Hao Wang, Ann Quinton, Narelle Kennedy, Pradeeba Sridar, Ralph Nanan, Jinman Kim
2023	—	`conf`	SSPT-bpMRI: A Self-supervised Pre-training Scheme for Improving Prostate Cancer Detection and Diagnosis in Bi-parametric MRI. EMBC Yuan Yuan, Euijoon Ahn, Dagan Feng, Mohamed Khadra, Jinman Kim
2023	J	`jnl`	Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion Classification. CoRR Hao Wang, Euijoon Ahn, Lei Bi, Jinman Kim
2023	J	`jnl`	UNAEN: Unsupervised Abnomality Extraction Network for MRI Motion Artifact Reduction. CoRR Yusheng Zhou, Hao Li, Jianan Liu, Zhengmin Kong, Tao Huang, Euijoon Ahn, Zhihan Lv
2022	A*	`conf`	Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss. AAAI Hao Wang, Euijoon Ahn, Jinman Kim
2022	J	`jnl`	Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation. CoRR Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Adeel Razi, Wei Xiang
2022	J	`jnl`	Z-SSMNet: A Zonal-aware Self-Supervised Mesh Network for Prostate Cancer Detection and Diagnosis in bpMRI. CoRR Yuan Yuan, Euijoon Ahn, Dagan Feng, Mohamed Khadra, Jinman Kim
2021	—	`conf`	A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation. MICCAI (1) Euijoon Ahn, Dagan Feng, Jinman Kim
2021	J	`jnl`	A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation. CoRR Euijoon Ahn, Dagan Feng, Jinman Kim
2021	J	`jnl`	Self-Supervised Learning Framework for Remote Heart Rate Estimation Using Spatiotemporal Augmentation. CoRR Hao Wang, Euijoon Ahn, Jinman Kim
2020	A*	`conf`	A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image. CVPR Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim
2020	J	`jnl`	A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image. CoRR Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim
2020	J	`jnl`	Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation. IEEE Trans. Medical Imaging Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2019	J	`jnl`	Convolutional sparse kernel network for unsupervised medical image analysis. Medical Image Anal. Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2019	J	`jnl`	Step-wise integration of deep class-specific learning for dermoscopic image segmentation. Pattern Recognit. Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham
2019	—	`conf`	Unsupervised Deep Transfer Feature Learning for Medical Image Classification. ISBI Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	J	`jnl`	Unsupervised Deep Transfer Feature Learning for Medical Image Classification. CoRR Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	J	`jnl`	Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification. CoRR Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
2018	J	`jnl`	Sparsity-based Convolutional Kernel Network for Unsupervised Medical Image Analysis. CoRR Euijoon Ahn, Jinman Kim, Ashnil Kumar, Michael J. Fulham, Dagan Feng
2017	J	`jnl`	Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks. CoRR Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng
2017	J	`jnl`	Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks. IEEE Trans. Biomed. Eng. Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng
2017	J	`jnl`	Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images. IEEE J. Biomed. Health Informatics Euijoon Ahn, Jinman Kim, Lei Bi, Ashnil Kumar, Changyang Li, Michael J. Fulham, David Dagan Feng
2017	—	`conf`	Semi-automatic skin lesion segmentation via fully convolutional networks. ISBI Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
2016	—	`conf`	Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata. ISBI Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
2016	—	`conf`	Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification. ISBI Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
2016	—	`conf`	X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid. ISBI Euijoon Ahn, Ashnil Kumar, Jinman Kim, Changyang Li, Dagan Feng, Michael J. Fulham
2015	—	`conf`	Automated saliency-based lesion segmentation in dermoscopic images. EMBC Euijoon Ahn, Lei Bi, Younhyun Jung, Jinman Kim, Changyang Li, Michael J. Fulham, David Dagan Feng