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Research

Publications

Research

57

Eyes
Collaborative Multiscale Representation Learning for AMD Detection

PUBLICATION MICCAI 2026 (BK IF 1)

AUTHORS Nayeon Jang, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, ..
56

Eyes
Task-aware Feature Modulation in Heterogeneous Multitask Learning for Fundus Landmark Extraction

PUBLICATION ICPR 2026 (BK IF 1)

AUTHORS Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, Hyunseung Cho..
55

Eyes
Fundus to Cardiovascular Risk Factors with Anthropometric Guidance

PUBLICATION ICPR 2026 (BK IF 1)

AUTHORS Hyeonmin Lee, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son,..
54

Eyes
Post-training Feature Pruning for Fundus Images Classification

PUBLICATION CVPR 2026 (BK IF 4)

AUTHORS Van-Nguyen Pham, Duc-Tai Le, Junghyun Bum, Hyunseung Choo
53

Eyes
Few-shot Domain Adaptation for Retinal Vessel Segmentation

PUBLICATION 2025 ACK

AUTHORS Muhammad Omer, Sardar Jaffar Ali, 추현승
52

Eyes
안저 이미지로부터 심혈관위험인자를 예측하는 멀티모달 대조학습 프레임워크

PUBLICATION 2025 KSC

AUTHORS Hyeonmin Lee, Seonghyeon Ko, Hyunseung Choo
51

Eyes
나이관련 황반변성 진단을 위한 이중 입력 기반 상호 보완적 표현 융합 기법

PUBLICATION 2025 KSC

AUTHORS Nayeon Jang, Yeongmin Lee, Seonghyun Ko, Hyunseung Choo
50

Eyes
동적 혈관 선택 기반 조건적 불변 학습을 통한 교차-도메인 Optic Disc 및 Cup 세그멘테이션

PUBLICATION 2025 KSC

AUTHORS Daeun Lee, Yeongmin Lee, Juchan Kim, Hyunseung Choo
49

Eyes
텍스트 기반 사전지식을 활용한 당뇨망막병증 분류 성능 향상

PUBLICATION 2025 KSC

AUTHORS Dahyun Mok, Yeongmin Lee, Hyeonmin Lee, Hyunseung Choo
48

Eyes
Inductive Bias Matters: Benchmarking CNNs, Transformers, and Hybrid Architectures for Diabetic Retinopathy Grading

PUBLICATION IMCOM 2026

AUTHORS Muhammad Omer, Sardar Jaffar Ali, Duc-Tai Le, Hyunseung Choo
47

Eyes
How to predict visual field defect from CFIs?

PUBLICATION BIBM 2025

AUTHORS Honggu Kang, Duc-Tai Le, Jongchul Han, Junghyun Bum, Hyunseung Choo
46

Eyes
Ultrawidefield-to-Conventional Fundus Image Translation with Scaled Feature Registration and Distorted Vessel Correction

PUBLICATION Bioengineering, 2025

AUTHORS JuChan Kim, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, Eun Jung Lee, Jo..

PUBLICATION	MICCAI 2026 (BK IF 1)
AUTHORS	Nayeon Jang, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, ..

PUBLICATION	ICPR 2026 (BK IF 1)
AUTHORS	Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, Hyunseung Cho..

PUBLICATION	CVPR 2026 (BK IF 4)
AUTHORS	Van-Nguyen Pham, Duc-Tai Le, Junghyun Bum, Hyunseung Choo

PUBLICATION	2025 ACK
AUTHORS	Muhammad Omer, Sardar Jaffar Ali, 추현승

PUBLICATION	2025 KSC
AUTHORS	Hyeonmin Lee, Seonghyeon Ko, Hyunseung Choo

PUBLICATION	IMCOM 2026
AUTHORS	Muhammad Omer, Sardar Jaffar Ali, Duc-Tai Le, Hyunseung Choo

PUBLICATION	BIBM 2025
AUTHORS	Honggu Kang, Duc-Tai Le, Jongchul Han, Junghyun Bum, Hyunseung Choo

PUBLICATION	Bioengineering, 2025
AUTHORS	JuChan Kim, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, Eun Jung Lee, Jo..

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