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Publications

Self-supervised Domain Adaptive Segmentation of Breast Cancer Via Test-time Fine-Tuning

MICCAI 2023 (Top AI & CV Conference)
International Conference on Medical Image Computing and Computer-Assisted Intervention2023

이경수, 이해윤, Georges El Fakhri, Jonghye Woo, 황재윤

Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis

MICCAI 2023 (Top AI & CV Conference)
International Conference on Medical Image Computing and Computer-Assisted Intervention2023

이경수, 이해윤, Thiago Coutinho Cavalcanti, 김세웅, Georges El Fakhri, 이동훈, Jonghye Woo, 황재윤

USIM Gate: Upsampling Module for Segmenting Precise Boundaries Concerning Entropy

AISTATS 2023 (Top AI & CV Conference)
Artificial Intelligence and Statistics2023

이경수, 이해윤, 황재윤

CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear

ACCV 2022 (Top AI & CV Conference)
Asian Conference on Computer Vision2022

이경수, 류하민, 이문환, 김준영, 황재윤

Stochastic Adaptive Activation Function

NeurIPS 2022 (Top AI & CV Conference)
Neural Information Processing Systems2022

이경수, 양재승, 이해윤, 황재윤

Deep-Learning Model Associating Lateral Cervical Radiographic Features with Cormack--lehane Grade 3 Or 4 Glottic View

SCI(E); IF=10.70, 1.40% (Q1)
Anaesthesia (Anaesthesia, 2022, Vol. 78, Issue 1, pp. 64-72)

조혜연, 이경수, 양현림, 정철우, 박희영, 황재윤, 공현중, 이형철

USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer

MICCAI 2022 (Top AI & CV Conference)
International Conference on Medical Image Computing and Computer-Assisted Intervention2022

이경수, 양재승, 이문환, 장진호, 김준영, 황재윤

Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image

SCI(E); IF=3.60, 17.70% (Q1)
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (TUFFC, 2022, Vol. 69, Issue 9, pp. 2638-2650)

이해윤, 이문환, 윤상연, 이경수, 류하민, 황재윤

Multi-task and Few-shot Learning-based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases

SCI(E); IF=7.70, 6.40% (Q1)
IEEE Journal of Biomedical and Health Informatics (JBHI, 2022, Vol. 27, Issue 1, pp. 176-187)

이경수, T C Cavalcanti, 김세웅, 류하민, 서대헌, 이동훈, 황재윤

Intelligent Smartphone-based Multimode Imaging Otoscope for the Mobile Diagnosis of Otitis Media

SCI(E); IF=3.56, 30.20% (Q2)
Biomedical Optics Express (BOE, 2021, Vol. 12, Issue 12, pp. 7765-7779)

Thiago C. Cavalcanti, 류하민, 이경수, 윤상연, 박무균, 황재윤

Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images

ICCV 2021 (Top AI & CV Conference)
International Conference on Computer Vision2021

이경수, 이해윤, 황재윤

Boundary-oriented Binary Building Segmentation Model with Two Scheme Learning for Aerial Images

SCI(E); IF=8.12, 5.17% (Q1)
IEEE Transactions on Geoscience and Remote Sensing (TGRS, 2021, Vol. 60, Issue 1, pp. 1001-1017)

이경수, 김준희, 이해윤, 박주흠, 최지환, 황재윤

Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images

SCI(E); IF=4.71, 19.00% (Q1)
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR, 2021, Vol. 14, Issue 1, pp. 4139-4149)

이해윤, 이경수, 김준희, 나영환, 박주흠, 최지환, 황재윤

Imbalanced Loss-Integrated Deep-Learning-based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear

SCI(E); IF=3.85, 28.91% (Q2)
Sensors (Sensors, 2021, Vol. 21, Issue 6)

이경수, 김준영, 이문환, 최창혁, 황재윤

Domain Adaptive Transfer Attack-based Segmentation Networks for Building Extraction from Aerial Images

SCI(E); IF=5.60, 5.11% (Q1)
IEEE Transactions on Geoscience and Remote Sensing (TGRS, 2020, Vol. 59, Issue 6, pp. 5171-5182)

나영환, 김준희, 이경수, 박주흠, 황재윤, 최지환

Fully-automatic Deep Learning-based Analysis for Determination of the Invasiveness of Breast Cancer Cells in an Acoustic Trap

SCI(E); IF=3.73, 22.73% (Q1)
Biomedical Optics Express (BOE, 2020, Vol. 11, Issue 6, pp. 2976-2995)

윤상연, 이경수, 손지훈, 양인환, 황재윤

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

SCI(E); IF=3.37, 34.25% (Q2)
IEEE ACCESS (IEEE ACCESS, 2020, Vol. 8, Issue 1, pp. 65472-65487)

이문환, 김준영, 이경수, 최창혁, 황재윤

Smartphone-based Spectral Imaging Otoscope: System Development and Preliminary Study for Evaluation of Its Potential As a Mobile Diagnostic Tool

SCI(E); IF=3.21, 28.79% (Q2)
Journal of Biophotonics (Journal of Biophotonics, 2020, Vol. 13, Issue 6, pp. 24-52)

Thiago C. Cavalcanti, 김세웅, 이경수, 윤상연, 박무균, 황재윤