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Article
Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images
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- Park, Juhum ;
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- Hwang, Jae Youn
- 2022-01
- Lee, Kyungsu. (2022-01). Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images. IEEE Transactions on Geoscience and Remote Sensing, 60. doi: 10.1109/TGRS.2021.3089623
- Institute of Electrical and Electronics Engineers
- View : 665
- Download : 0
Conference
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
- Lee, Kyungsu ;
- Lee, Haeyun ;
- Hwang, Jae Youn
- 2025-04-25
- International Conference on Learning Representations, pp.69747 - 69775
- International Conference on Learning Representations (ICLR)
- View : 243
- Download : 0
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- Kim, Jun-Young ;
- Hwang, Jae Youn
- 2022-12-07
- Lee, Kyungsu. (2022-12-07). CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear. Asian Conference on Computer Vision, 2918–2931. doi: 10.1007/978-3-031-26351-4_7
- Asian Federation of Computer Vision
- View : 139
- Download : 0
- Cho, Hye-Yeon ;
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- Kong, Hyoun-Joong ;
- Yang, Hyun-Lim ;
- Jung, Chul-Woo ;
- Park, Hee-Pyoung ;
- Hwang, Jae Youn ;
- Lee, Hyung-Chul
- 2023-01
- Cho, Hye-Yeon. (2023-01). Deep-learning model associating lateral cervical radiographic features with Cormack-Lehane grade 3 or 4 glottic view. Anaesthesia, 78(1), 64–72. doi: 10.1111/anae.15874
- Blackwell Publishing Inc.
- View : 401
- Download : 0
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- Kim, Jun Hee ;
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- Park, Juhum ;
- Hwang, Jae Youn ;
- 2021-06
- Na, Younghwan. (2021-06). Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images. IEEE Transactions on Geoscience and Remote Sensing, 59(6), 5171–5182. doi: 10.1109/tgrs.2020.3010055
- Institute of Electrical and Electronics Engineers
- View : 788
- Download : 0
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- Cho, Jihoon ;
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- Xing, Fangxu ;
- Liu, Xiaofeng ;
- Bae, Hyungjoon ;
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- Hwang, Jae Youn ;
- Park, Jinah ;
- El Fakhri, Georges ; et al
- 2024-02-19
- Lee, Kyungeun. (2024-02-19). Evaluation of Few-Shot Detection of Head and Neck Anatomy in CT. Medical Imaging 2024: Computer-Aided Diagnosis, 1–7. doi: 10.1117/12.3006895
- SPIE
- View : 151
- Download : 0
- Lee, Haeyun ;
- Lee, Kyungsu ;
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- Eun, Yongsoon ;
- Eun, Lucy Youngmin ;
- Hwang, Jae Youn
- 2025-09
- Computers in Biology and Medicine, v.195
- Elsevier
- View : 337
- Download : 0
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- Lee, Haeyun ;
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- Eun, Youngsoon ;
- Eun, Lucy Youngmin ;
- Hwang, Jae Youn
- 2024-02-05
- Lee, Kyungsu. (2024-02-05). Explainable Multiple Receptive Attention Network for Expert Cardiologist Compatible Incomplete Kawasaki Disease Diagnosis on Echocardiography. 1st IEEE International Conference on Artificial Intelligence for Medicine, Health and Care, AIMHC 2024, 243–250. doi: 10.1109/AIMHC59811.2024.00050
- Institute of Electrical and Electronics Engineers Inc.
- View : 139
- Download : 0
- Lee, Haeyun ;
- Chai, Young Jun ;
- Joo, Hyunjin ;
- Lee, Kyungsu ;
- Hwang, Jae Youn ;
- Kim, Seok-Mo ;
- Kim, Kwangsoon ;
- Nam, Inn-Chul ;
- Choi, June Young ;
- Yu, Hyeong Won ; et al
- 2021-05
- Lee, Haeyun. (2021-05). Federated learning for thyroid ultrasound image analysis to protect personal information: Validation study in a real health care environment. doi: 10.2196/25869
- JMIR Publications
- View : 552
- Download : 113
- Lee, Kyungsu ;
- Lee, Haeyun ;
- Park, Juhum ;
- Hwang, Jae Youn
- 2024-03
- Lee, Kyungsu. (2024-03). Fine-Grained Binary Segmentation for Geospatial Objects in Remote Sensing Imagery via Path-selective Test-Time Adaptation. IEEE Transactions on Geoscience and Remote Sensing, 62, 1–16. doi: 10.1109/TGRS.2024.3378311
- IEEE
- View : 154
- Download : 0
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- Lee, Haeyun ;
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- El Fakhri, Georges ;
- Lee, Dong Hun ;
- Woo, Jonghye ;
- Hwang, Jae Youn
- 2023-10-10
- Lee, Kyungsu. (2023-10-10). Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis. International Conference on Medical Image Computing and Computer Assisted Intervention, 378–388. doi: 10.1007/978-3-031-43898-1_37
- The Medical Image Computing and Computer Assisted Intervention Society
- View : 102
- Download : 0
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- Yang, In-Hwan ;
- Hwang, Jae Youn
- 2020-06
- Youn, Sangyeon. (2020-06). Fully-automatic deep learning-based analysis for determination of the invasiveness of breast cancer cells in an acoustic trap. Biomedical Optics Express, 11(6), 2976–2995. doi: 10.1364/BOE.390558
- The Optical Society
- View : 563
- Download : 83
- Lee, Kyungsu ;
- Kim, Jun Young ;
- Lee, Moon Hwan ;
- Choi, Chang-Hyuk ;
- Hwang, Jae Youn
- 2021-03
- Lee, Kyungsu. (2021-03). Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear. doi: 10.3390/s21062214
- MDPI AG
- View : 578
- Download : 351
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- Kang, Dongho ;
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- Chang, Jin Ho ;
- Oh, Seung-June ;
- Hwang, Jae Youn
- 2024-07
- Lee, Kyungsu. (2024-07). Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy through Deep Learning-based Coarse-to-Fine Shape Estimation. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 71(7), 775–785. doi: 10.1109/TUFFC.2024.3350033
- IEEE
- View : 304
- Download : 0
Article
Intelligent smartphone-based multimode imaging otoscope for the mobile diagnosis of otitis media
- Cavalcanti, Thiago Coutinho ;
- Lew, Hah Min ;
- Lee, Kyungsu ;
- Lee, Sang-Yeon ;
- Park, Moo Kyun ;
- Hwang, Jae Youn
- 2021-12
- Cavalcanti, Thiago Coutinho. (2021-12). Intelligent smartphone-based multimode imaging otoscope for the mobile diagnosis of otitis media. doi: 10.1364/BOE.441590
- The Optical Society
- View : 661
- Download : 119
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- Park, Juhum ;
- Choi, Jihwan P. ;
- Hwang, Jae Youn
- 2021-03
- Lee, Haeyun. (2021-03). Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 4139–4149. doi: 10.1109/JSTARS.2021.3069242
- Institute of Electrical and Electronics Engineers
- View : 462
- Download : 0
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- Lee, Kyungsu ;
- Yoo, Youngseung ;
- Cho, HyungJoon ;
- Chung, Euiheon ;
- Hwang, Jae Youn
- 2025-01
- IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, v.72, no.1, pp.127 - 140
- Institute of Electrical and Electronics Engineers
- View : 153
- Download : 0
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- Lee, Haeyun ;
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- Chang, Jin Ho ;
- Kuo, C. -C. Jay ;
- Oh, Seung-June ;
- Woo, Jonghye ;
- Hwang, Jae Youn
- 2024-01
- Lee, Kyungsu. (2024-01). Multi-Scale Self-Attention Network for Denoising Medical Images. APSIPA Transactions on Signal and Information Processing, 12(5), 1–26. doi: 10.1561/116.00000169
- Now Publishers Inc
- View : 271
- Download : 68
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- Suh, Dae Hun ;
- Lee, Dong Hun ;
- Hwang, Jae Youn
- 2023-01
- Lee, Kyungsu. (2023-01). Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases. IEEE Journal of Biomedical and Health Informatics, 27(1), 176–187. doi: 10.1109/JBHI.2022.3193685
- Institute of Electrical and Electronics Engineers Inc.
- View : 426
- Download : 0
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- Lee, Haeyun ;
- El Fakhri, Georges ;
- Sepulcre, Jorge ;
- Liu, Xiaofeng ;
- Xing, Fangxu ;
- Hwang, Jae Youn ;
- Woo, Jonghye
- 2023-10-08
- Lee, Kyungsu. (2023-10-08). Outlier Robust Disease Classification via Stochastic Confidence Network. Joint MICCAI Workshop on Time-Series Data Analytics and Learning (MTSAIL) and Lesion Evaluation and Assessment with Follow-Up (LEAF), 80–90. doi: 10.1007/978-3-031-47425-5_8
- The Medical Image Computing and Computer Assisted Intervention Society
- View : 148
- Download : 0
Article
Predicting Obstructive Sleep Apnea Based on Computed Tomography Scans Using Deep Learning Models
- Kim, Jeong-Whun ;
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- Kim, Hyun Jik ;
- Park, Hae Chan ;
- Hwang, Jae Youn ;
- Park, Seok-Won ;
- Kong, Hyoun-Joong ;
- Kim, Jin Youp
- 2024-07
- Kim, Jeong-Whun. (2024-07). Predicting Obstructive Sleep Apnea Based on Computed Tomography Scans Using Deep Learning Models. American Journal of Respiratory and Critical Care Medicine, 210(2), 211–221. doi: 10.1164/rccm.202304-0767OC
- American Thoracic Society
- View : 185
- Download : 0
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- Hwang, Jae Youn
- 2021-10-12
- Lee, Kyungsu. (2021-10-12). Self-Mutating Network for Domain Adaptive Segmentation of Aerial Images. IEEE International Conference on Computer Vision, 7048–7057. doi: 10.1109/ICCV48922.2021.00698
- IEEE Computer Society and the Computer Vision Foundation (CVF)
- View : 178
- Download : 0
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- Lee, Haeyun ;
- El Fakhri, Georges ;
- Woo, Jonghye ;
- Hwang, Jae Youn
- 2023-10-09
- Lee, Kyungsu. (2023-10-09). Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning. International Conference on Medical Image Computing and Computer Assisted Intervention, 539–550. doi: 10.1007/978-3-031-43907-0_52
- The Medical Image Computing and Computer Assisted Intervention Society
- View : 129
- Download : 0
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- Lee, Sang‐Yeon ;
- Park, Moo Kyun ;
- Hwang, Jae Youn
- 2020-06
- Cavalcanti, Thiago Coutinho. (2020-06). Smartphone-based spectral imaging otoscope: System development and preliminary study for evaluation of its potential as a mobile diagnostic tool. Journal of Biophotonics, 13(6), e2452. doi: 10.1002/jbio.201960213
- Wiley
- View : 667
- Download : 0
- Lee, Kyungsu ;
- Lee, Haeyun ;
- Hwang, Jae Youn
- 2025-05
- Expert Systems with Applications, v.272
- Elsevier
- View : 180
- Download : 0
- Lee, Haeyun ;
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- Lew, Hah Min ;
- Hwang, Jae Youn
- 2022-09
- Lee, Haeyun. (2022-09). Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 69(9), 2638–2650. doi: 10.1109/TUFFC.2022.3193640
- Institute of Electrical and Electronics Engineers
- View : 535
- Download : 0
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- Chang, Jin Ho ;
- Kim, Jun-Young ;
- Hwang, Jae Youn
- 2022-09-19
- Lee, Kyungsu. (2022-09-19). USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer. International Conference on Medical Image Computing and Computer Assisted Interventions, 23–32. doi: 10.1007/978-3-031-16449-1_3
- The Medical Image Computing and Computer Assisted Intervention Society
- View : 128
- Download : 0
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- Lee, Haeyun ;
- Hwang, Jae Youn
- 2023-04-26
- Lee, Kyungsu. (2023-04-26). USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy. International Conference on Artificial Intelligence and Statistics, 535–562.
- ML Research Press
- View : 119
- Download : 0
- Lee, Moon Hwan ;
- Kim, Jun-Young ;
- Lee, Kyungsu ;
- Choi, Chang-Hyuk ;
- Hwang, Jae Youn
- 2020-04
- Lee, Moon Hwan. (2020-04). Wide-Field 3D Ultrasound Imaging Platform with a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears. doi: 10.1109/ACCESS.2020.2985858
- Institute of Electrical and Electronics Engineers Inc.
- View : 846
- Download : 249
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