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Research

Publications

Research

29

초광각 안저영상의 다중 라벨 분류

PUBLICATION	2024년도 한국인터넷정보학회 춘계학술발표대회..
AUTHORS	Van-Nguyen Pham, Omer Muhammad, MoonSeong Kim and Hyunseung Choo

28

당뇨병성 망막병증 검출에 안저영상 활용: 딥러닝 기법 및 향후 방향에 대한 조사

PUBLICATION	2024년도 한국인터넷정보학회 춘계학술발표대회..
AUTHORS	Muhammad Omer, Moonseong Kim, Hyunseung Choo

27

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Multi-Scale Learning with Sparse Residual Network for Explainable Multi-Disease Diagnosis in OCT Images

PUBLICATION Bioengineering, 2023

AUTHORS Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bmu, Seongho Kim, Su Jeong Song..
26

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Self-FI: Self-Supervised Learning for Disease Diagnosis in Fundus Images

PUBLICATION Bioengineering, 2023

AUTHORS Toan Duc Nguyen, Duc-Tai Le, Junghyun Bum, Seongho Kim, Su Jeong Song,..
25

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Semi-supervised Learning with Fact-forcing for Medical Image Segmentation

PUBLICATION IEEE Access, 2023

AUTHORS Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum, Seongho Kim, Su Jeong Song..
24

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Discriminative-Region Multi-Label Classification of Ultra-Widefield Fundus Images

PUBLICATION Bioengineering, 2023

AUTHORS Van-Nguyen Pham, Duc Tai Le, Junghyun Bum, Seong Ho Kim, Su Jeong Song..
23

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Attention-Aided Generative Learning for Multi-Scale Multi-Modal Fundus Image Translatio

PUBLICATION IEEE Access, 2023

AUTHORS Van Nguyen Pham, Duc Tai Le, Junghyun Bum, Eun Jung Lee, Jong Chul Han..
22

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Feature Pool Exploitation for Disease Detection in Fundus Images

PUBLICATION IMCOM 2023

AUTHORS Sammy Yap Xiang Bang, Kim-Ngoc Thi Le, Duc-Tai Le, Hyunseung Choo

21

Multi-label Retinal Disease Classification Using Deep Learning on Conventional Fundus Images

PUBLICATION	2023 한국인터넷정보학회 추계학술발표대회..
AUTHORS	Phuoc Nguyen Bui, JeongJun Park, Duc-Tai Le, Moonseong Kim, Hyunseung ..

20

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마스크된 복원에서 질병 진단까지: 안저 영상을 위한 비전 트랜스포머 접근법

PUBLICATION 2023 한국정보처리학회 추계학술발표대회..

AUTHORS Toan Duc Nguyen, Gyurin Byun, Hyunseung Choo
19

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개인화된 의료 예측을 위한 AI 기반 불확실성 표현 및 데이터 한계 극복 연구

PUBLICATION 2023 한국정보처리학회 추계학술발표대회..

AUTHORS Juchan Kim, Gyurin Byun, Hyunseung Choo
18

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딥러닝을 사용한 초광각 망막 이미지에서 당뇨망막증의 등급 평가

PUBLICATION 2023 한국정보처리학회 추계학술발표대회..

AUTHORS Van-Nguyen Pham, Kim-Ngoc T.Le, Hyunseung Choo

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