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Research

Publications

Research

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

17

당뇨병성 망막증 분류를 위한 ResNet50 모델 기반 다중 전처리 기법

PUBLICATION	2023 한국정보처리학회 추계학술발표대회..
AUTHORS	Dahyun Mok, Gyurin Byun, Juchan Kim, Hyunseung Choo

16

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Retina Eye-disease Detector(RED) CNN 모델을 활용한 망막 기반 안과 질환 진단 및 분류

PUBLICATION Honggu Kang, Seonghyeon Ko, J..

AUTHORS 2023 한국인터넷정보학회 추계학술발표대회

15

Multi-task Learning for Fluid Segmentation in OCT Images

PUBLICATION	2023 한국정보과학회 춘계학술발표대회..
AUTHORS	Phuoc-Nguyen Bui, Huigyu Yang, Duc-Tai Le, Hyunseung Choo

14

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Multi-label Classification of Fundus Images Using Deep Learning

PUBLICATION 2023 한국정보과학회 춘계학술발표대회..

AUTHORS Van-Nguyen Pham, Hyunsung Kim, Hyunseung Choo
13

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Towards AI based Ophthalmological Screening through Ultra-widefield Fundus Image to Conventional Fundus Image Translation

PUBLICATION IMCOM 2022

AUTHORS Pham Van Nguyen, Duc-Tai Le, Su Jeong Song, Hyunseung Choo
12

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Multi-Modal Fundus Image Registration with Deep Feature Matching and Image Scaling

PUBLICATION IMCOM 2022

AUTHORS JuChan Kim, Duc-Tai Le, Su Jeong Song, Chang-Hwan Son, Hyunseung Choo

11

Multi-Label Image Classification on Long-tailed Optical Coherence Tomography Dataset

PUBLICATION	2022 정보처리학회 추계학술발표대회..
AUTHORS	Phuoc-Nguyen Bui, Kyunghee Jung, Duc-Tai Le, Hyunseung Choo

10

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Data Augmentation for Diabetic Retinopathy Grading in Fundus Images

PUBLICATION 2022 정보처리학회 추계학술발표대회..

AUTHORS Van-Nguyen Pham, Hyunseung Choo

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