Semi-Supervised Learning With Fact-Forcing for Medical Image Segmentation
Bui, Phuoc-Nguyen, Le, Duc-Tai, Bum, Junghyun, Kim, Seongho, Song, Su Jeong, Choo, Hyunseung
Published in IEEE access (2023)
Published in IEEE access (2023)
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Journal Article
Retinal Disease Diagnosis Using Deep Learning on Ultra-Wide-Field Fundus Images
Nguyen, Toan Duc, Le, Duc-Tai, Bum, Junghyun, Kim, Seongho, Song, Su Jeong, Choo, Hyunseung
Published in Diagnostics (Basel) (03.01.2024)
Published in Diagnostics (Basel) (03.01.2024)
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Journal Article
Self-FI: Self-Supervised Learning for Disease Diagnosis in Fundus Images
Nguyen, Toan Duc, Le, Duc-Tai, Bum, Junghyun, Kim, Seongho, Song, Su Jeong, Choo, Hyunseung
Published in Bioengineering (Basel) (01.09.2023)
Published in Bioengineering (Basel) (01.09.2023)
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Journal Article
Discriminative-Region Multi-Label Classification of Ultra-Widefield Fundus Images
Pham, Van-Nguyen, Le, Duc-Tai, Bum, Junghyun, Kim, Seong Ho, Song, Su Jeong, Choo, Hyunseung
Published in Bioengineering (Basel) (01.09.2023)
Published in Bioengineering (Basel) (01.09.2023)
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Journal Article
Sentiment-based sub-event segmentation and key photo selection
Bum, Junghyun, Whang, Joyce Jiyoung, Choo, Hyunseung
Published in Journal of visual communication and image representation (01.01.2021)
Published in Journal of visual communication and image representation (01.01.2021)
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Journal Article
Image-Based Lifelogging: User Emotion Perspective
Bum, Junghyun, Choo, Hyunseung, Jiyoung Whang, Joyce
Published in Computers, materials & continua (2021)
Published in Computers, materials & continua (2021)
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Journal Article
Attention-Based Multiscale Localization for Bone Age Assessment
Jung, Kyunghee, Nguyen, Toan Duc, Le, Duc-Tai, Bum, Junghyun, Son, Chang-Hwan, Choo, Hyunseung
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
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Conference Proceeding
Rib Segmentation and Sequence Labeling via Biaxial Slicing and 3D Reconstruction
Kim, Hyunsung, Ko, Seonghyun, Bum, Junghyun, Le, Duc-Tai, Choo, Hyunseung
Published in 2024 18th International Conference on Ubiquitous Information Management and Communication (IMCOM) (03.01.2024)
Published in 2024 18th International Conference on Ubiquitous Information Management and Communication (IMCOM) (03.01.2024)
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Conference Proceeding
Visual Field Prediction for Fundus Image with Generative AI
Kang, Honggu, Ko, Seonghyeon, Kim, Juchan, Le, Duc-Tai, Bum, Junghyun, Han, Jongchul, Choo, Hyunseung
Published in 2024 18th International Conference on Ubiquitous Information Management and Communication (IMCOM) (03.01.2024)
Published in 2024 18th International Conference on Ubiquitous Information Management and Communication (IMCOM) (03.01.2024)
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Conference Proceeding
Super Resolution with Sparse Gradient-Guided Attention for Suppressing Structural Distortion
Song, Geonhak, Nguyen, Tien-Dung, Bum, Junghyun, Yi, Hwijong, Son, Chang-Hwan, Choo, Hyunseung
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
BCGAN: Facial Expression Synthesis by Bottleneck-Layered Conditional Generative Adversarial Networks
Shin, Yeji, Bum, Junghyun, Son, Chang-Hwan, Choo, Hyunseung
Published in 2021 15th International Conference on Ubiquitous Information Management and Communication (IMCOM) (04.01.2021)
Published in 2021 15th International Conference on Ubiquitous Information Management and Communication (IMCOM) (04.01.2021)
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Conference Proceeding
Hand Bone X-rays Segmentation and Congregation for Age Assessment using Deep Learning
Jung, Kyunghee, Duc Nguyen, Toan, Le, Duc-Tai, Bum, Junghyun, Woo, Simon S., Choo, Hyunseung
Published in 2023 International Conference on Information Networking (ICOIN) (11.01.2023)
Published in 2023 International Conference on Information Networking (ICOIN) (11.01.2023)
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Conference Proceeding