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Showing results 1 to 29 of 29

Article
Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images
  • Lee, Kyungsu ; 
  • Kim, Jun Hee ; 
  • Lee, Haeyun ; 
  • Park, Juhum ; 
  • Choi, Jihwan P. ; 
  • 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 : 648
  • Download : 0
Conference
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
  • 2025-04-25
  • Lee, Kyungsu. (2025-04-25). Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information. International Conference on Learning Representations, 69747–69775.
  • International Conference on Learning Representations (ICLR)
  • View : 210
  • Download : 0
Conference
CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear
  • Lee, Kyungsu ; 
  • Lew, Hah Min ; 
  • Lee, Moon Hwan ; 
  • 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 : 126
  • Download : 0
Article
Deep-learning model associating lateral cervical radiographic features with Cormack-Lehane grade 3 or 4 glottic view
  • Cho, Hye-Yeon ; 
  • Lee, Kyungsu ; 
  • 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 : 369
  • Download : 0
Article
Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images
  • Na, Younghwan ; 
  • Kim, Jun Hee ; 
  • Lee, Kyungsu ; 
  • Park, Juhum ; 
  • Hwang, Jae Youn ; 
  • Choi, Jihwan P.
  • 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 : 760
  • Download : 0
Conference
Evaluation of Few-Shot Detection of Head and Neck Anatomy in CT
  • Lee, Kyungeun ; 
  • Cho, Jihoon ; 
  • Lee, Jiye ; 
  • Xing, Fangxu ; 
  • Liu, Xiaofeng ; 
  • Bae, Hyungjoon ; 
  • Lee, Kyungsu ; 
  • 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 : 117
  • Download : 0
Article
Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms
  • 2025-09
  • Lee, Haeyun. (2025-09). Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms. Computers in Biology and Medicine, 195. doi: 10.1016/j.compbiomed.2025.110478
  • Elsevier
  • View : 302
  • Download : 0
Conference
Explainable Multiple Receptive Attention Network for Expert Cardiologist Compatible Incomplete Kawasaki Disease Diagnosis on Echocardiography
  • Lee, Kyungsu ; 
  • Lee, Haeyun ; 
  • Lee, Moon Hwan ; 
  • Yang, Jaeseung ; 
  • Kim, Sewoong ; 
  • 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 : 117
  • Download : 0

Federated learning for thyroid ultrasound image analysis to protect personal information: Validation study in a real health care environment

Article
Federated learning for thyroid ultrasound image analysis to protect personal information: Validation study in a real health care environment
  • 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 : 531
  • Download : 101
Article
Fine-Grained Binary Segmentation for Geospatial Objects in Remote Sensing Imagery via Path-selective Test-Time Adaptation
  • 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 : 129
  • Download : 0
Conference
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis
  • Lee, Kyungsu ; 
  • Lee, Haeyun ; 
  • Cavalcanti, Thiago Coutinho ; 
  • Kim, Sewoong ; 
  • 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 : 70
  • Download : 0

Fully-automatic deep learning-based analysis for determination of the invasiveness of breast cancer cells in an acoustic trap

Article
Fully-automatic deep learning-based analysis for determination of the invasiveness of breast cancer cells in an acoustic trap
  • Youn, Sangyeon ; 
  • Lee, Kyungsu ; 
  • Son, Jeehoon ; 
  • 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 : 514
  • Download : 76

Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear

Article
Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear
  • 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 : 549
  • Download : 334
Article
Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy through Deep Learning-based Coarse-to-Fine Shape Estimation
  • 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 : 259
  • Download : 0

Intelligent smartphone-based multimode imaging otoscope for the mobile diagnosis of otitis media

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 : 633
  • Download : 110
Article
Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images
  • Lee, Haeyun ; 
  • Lee, Kyungsu ; 
  • Kim, Jun Hee ; 
  • Na, Younghwan ; 
  • 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 : 439
  • Download : 0
Article
Machine Learning-Enhanced Skull-Universal Acoustic Hologram for Efficient Transcranial Ultrasound Neuromodulation Across Varied Rodent Skulls
  • Lee, Moon Hwan ; 
  • Lee, Kyungsu ; 
  • Yoo, Youngseung ; 
  • Cho, HyungJoon ; 
  • Chung, Euiheon ; 
  • Hwang, Jae Youn
  • 2025-01
  • Lee, Moon Hwan. (2025-01). Machine Learning-Enhanced Skull-Universal Acoustic Hologram for Efficient Transcranial Ultrasound Neuromodulation Across Varied Rodent Skulls. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 72(1), 127–140. doi: 10.1109/TUFFC.2024.3506913
  • Institute of Electrical and Electronics Engineers
  • View : 131
  • Download : 0

Multi-Scale Self-Attention Network for Denoising Medical Images

Article
Multi-Scale Self-Attention Network for Denoising Medical Images
  • Lee, Kyungsu ; 
  • Lee, Haeyun ; 
  • Lee, Moon Hwan ; 
  • 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 : 235
  • Download : 57
Article
Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases
  • Lee, Kyungsu ; 
  • Cavalcanti, Thiago Coutinho ; 
  • Kim, Sewoong ; 
  • Lew, Hah Min ; 
  • 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 : 408
  • Download : 0
Conference
Outlier Robust Disease Classification via Stochastic Confidence Network
  • Lee, Kyungsu ; 
  • 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 : 133
  • Download : 0
Article
Predicting Obstructive Sleep Apnea Based on Computed Tomography Scans Using Deep Learning Models
  • Kim, Jeong-Whun ; 
  • Lee, Kyungsu ; 
  • 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 : 167
  • Download : 0
Conference
Self-Mutating Network for Domain Adaptive Segmentation of Aerial Images
  • 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 : 156
  • Download : 0
Conference
Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning
  • Lee, Kyungsu ; 
  • 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 : 106
  • Download : 0
Article
Smartphone-based spectral imaging otoscope: System development and preliminary study for evaluation of its potential as a mobile diagnostic tool
  • Cavalcanti, Thiago Coutinho ; 
  • Kim, Sewoong ; 
  • Lee, Kyungsu ; 
  • 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 : 646
  • Download : 0
Article
SoN: Selective Optimal Network for smartphone-based indoor localization in real-time
  • 2025-05
  • Lee, Kyungsu. (2025-05). SoN: Selective Optimal Network for smartphone-based indoor localization in real-time. Expert Systems with Applications, 272. doi: 10.1016/j.eswa.2025.126639
  • Elsevier
  • View : 154
  • Download : 0
Article
Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
  • Lee, Haeyun ; 
  • Lee, Moon Hwan ; 
  • Youn, Sangyeon ; 
  • Lee, Kyungsu ; 
  • 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 : 516
  • Download : 0
Conference
USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer
  • 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 : 105
  • Download : 0
Conference
USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy
  • 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 : 104
  • Download : 0

Wide-Field 3D Ultrasound Imaging Platform with a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears

Article
Wide-Field 3D Ultrasound Imaging Platform with a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears
  • 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 : 827
  • Download : 230
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