Research
Published
2025
Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms
Computers in Biology and Medicine (SCIE) (I.F.: 6.3, JCR: 94.8% (2024))
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Sep 01 2025
*Equally contributed
SoN: Selective Optimal Network for smartphone-based indoor localization in real-time
Expert Systems with Applications (SCIE) (I.F.: 7.5, JCR: 94.8%(2023))
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May 01 2025
*Equally contributed
Real-Time Self-Supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis
IEEE Signal Processing Letters (SCIE) (I.F.: 3.2, JCR: 63.3%(2023))
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Apr 03 2025
*Equally contributed
2024
Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation
IEEE Transactions on Geoscience and Remote Sensing (SCIE) (I.F.: 8.2, JCR: 94.8%(2022))
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Mar 25 2024
Multi-Scale Self-Attention Network for Denoising Medical Images
APSIPA Transactions on Signal and Information Processing (SCOPUS) (I.F.: 3.2 (2022))
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Jan 22 2024
*Equally contributed
2023
Deep Learning–Based Diagnostic System for Velopharyngeal Insufficiency Based on Videofluoroscopy in Patients With Repaired Cleft Palates
Journal of Craniofacial Surgery (SCIE) (I.F.: 0.9, JCR: 12.4%(2022))
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Nov 01 2023
*Equally contributed
Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023) (AI Top Conference)
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Oct 01 2023
Outlier Robust Disease Classification via Stochastic Confidence Network
Workshop on MICCAI 2023
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Oct 01 2023
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023) (AI Top Conference)
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Oct 01 2023
*Equally contributed
USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy
International Conference on Artificial Intelligence and Statistics (AISTAT 2023) (AI Top Conference)
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Apr 26 2023
2022
Stochastic Adaptive Activation Function
The Thirty-sixth Annual Conference on Neural Information Processing Systems (Neurips 2022) (AI Top Conference)
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Dec 02 2022
Explainable deep learning algorithm for distinguishing incomplete Kawasaki disease by coronary artery lesions on echocardiographic imaging
Computer Methods and Programs in Biomedicine (SCIE) (I.F.: 7.027, JCR: 89.5%(2021))
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Aug 01 2022
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 (SCIE) (I.F.: 3.267, JCR: 73.44%(2021))
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Jul 25 2022
*Equally contributed
2021
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
International Conference on Computer Vision (ICCV 2021) (AI Top Conference)
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Oct 14 2021
Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images
IEEE Transactions on Geoscience and Remote Sensing (SCIE) (I.F.: 5.6, JCR: 94.89%(2020))
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Jul 26 2021
Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment
JMIR Medical Informatics (SCIE) (I.F.: 2.577, JCR: 53.7%(2019))
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Apr 03 2021
*Equally contributed
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 (SCIE) (I.F.: 3.827, JCR: 85%(2019))
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Mar 26 2021
2020
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms
European Conference on Computer Vision (ECCV 2020) (AI Top Conference)
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Aug 25 2020
Locally Adaptive Channel Attention-Based Network for Denoising Images
IEEE ACCESS (SCIE) (I.F.: 4.098, JCR: 85.48%(2018))
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Feb 14 2020
Channel Attention Module with Multi-scale Grid Average Pooling for Breast Cancer Segmentation in an Ultrasound Image
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (SCIE) (I.F.: 2.989, JCR: 73.44%(2018))
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Feb 10 2020
2019
Image Restoration Network with Adaptive Channel Attention Modules for Combined Distortions
Journal of the Korea Computer Graphics Society (KCI)
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Jul 01 2019
2018
Objects Segmentation From High-Resolution Aerial Images Using U-Net With Pyramid Pooling Layers
IEEE Geoscience and Remote Sensing Letters (SCIE) (I.F.: 2.893, JCR: 75.93%(2017))
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Sep 27 2018
*Equally contributed