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Kyungsu Lee
Kyungsu Lee
Jeonbuk National University
在 kyungsu.cc 的电子邮件经过验证 - 首页
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Federated learning for thyroid ultrasound image analysis to protect personal information: Validation study in a real health care environment
H Lee, YJ Chai, H Joo, K Lee, JY Hwang, SM Kim, K Kim, IC Nam, ...
JMIR Medical Informatics 9 (5), e25869, 2021
442021
Local similarity Siamese network for urban land change detection on remote sensing images
H Lee, K Lee, JH Kim, Y Na, J Park, JP Choi, JY Hwang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
402021
Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear
K Lee, JY Kim, MH Lee, CH Choi, JY Hwang
Sensors 21 (6), 2214, 2021
282021
Domain adaptive transfer attack-based segmentation networks for building extraction from aerial images
Y Na, JH Kim, K Lee, J Park, JY Hwang, JP Choi
IEEE Transactions on Geoscience and Remote Sensing 59 (6), 5171-5182, 2020
242020
Boundary-oriented binary building segmentation model with two scheme learning for aerial images
K Lee, JH Kim, H Lee, J Park, JP Choi, JY Hwang
IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021
152021
Intelligent smartphone-based multimode imaging otoscope for the mobile diagnosis of otitis media
TC Cavalcanti, HM Lew, K Lee, SY Lee, MK Park, JY Hwang
Biomedical Optics Express 12 (12), 7765-7779, 2021
142021
Smartphone‐based spectral imaging otoscope: System development and preliminary study for evaluation of its potential as a mobile diagnostic tool
TC Cavalcanti, S Kim, K Lee, SY Lee, MK Park, JY Hwang
Journal of Biophotonics 13 (6), e2452, 2020
132020
Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases
K Lee, TC Cavalcanti, S Kim, HM Lew, DH Suh, DH Lee, JY Hwang
IEEE Journal of Biomedical and Health Informatics 27 (1), 176-187, 2022
112022
Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
H Lee, MH Lee, S Youn, K Lee, HM Lew, JY Hwang
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 69 …, 2022
102022
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
K Lee, H Lee, JY Hwang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
92021
Wide-field 3d ultrasound imaging platform with a semi-automatic 3d segmentation algorithm for quantitative analysis of rotator cuff tears
MH Lee, JY Kim, K Lee, CH Choi, JY Hwang
IEEE Access 8, 65472-65487, 2020
92020
Deep‐learning model associating lateral cervical radiographic features with Cormack–Lehane grade 3 or 4 glottic view
HY Cho, K Lee, HJ Kong, HL Yang, CW Jung, HP Park, JY Hwang, ...
Anaesthesia 78 (1), 64-72, 2023
62023
Fully-automatic deep learning-based analysis for determination of the invasiveness of breast cancer cells in an acoustic trap
S Youn, K Lee, J Son, IH Yang, JY Hwang
Biomedical Optics Express 11 (6), 2976-2995, 2020
62020
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis
K Lee, H Lee, TC Cavalcanti, S Kim, G El Fakhri, DH Lee, J Woo, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
Stochastic Adaptive Activation Function
K Lee, J Yang, H Lee, JY Hwang
Advances in Neural Information Processing Systems 35, 13787-13799, 2022
22022
USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer
K Lee, J Yang, MH Lee, JH Chang, JY Kim, JY Hwang
International Conference on Medical Image Computing and Computer-Assisted …, 2022
22022
CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear
K Lee, HM Lew, MH Lee, JY Kim, JY Hwang
Proceedings of the Asian Conference on Computer Vision, 2918-2931, 2022
2022
Deep Learning Techniques for Ultrasound Image Enhancement and Segmentation
K Lee, H Lee, JY Hwang
Computational Intelligence and Image Processing in Medical Applications, 135-156, 2022
2022
Deep optical flow: The interpretation and forecast of cell movement using fluorescence imaging
K Lee, H Lee, JY Hwang
Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XIX …, 2021
2021
Intelligent smartphone-based multimode imaging otoscope for the mobile diagnosis of otitis media: supplement
TC CAVALCANTI, H LEW, K LEE, SY LEE, MOOK PARK, JAE YOUN
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