AI

CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear
ACCV 2022 (Top AI & CV Conference)
Asian Conference on Computer Vision2022
,Hah Min Lew,Moon Hwan Lee,Jun-Young Kim,Jae Youn Hwang
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CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear
Stochastic Adaptive Activation Function
NeurIPS 2022 (Top AI & CV Conference)
Neural Information Processing Systems2022
,Jaeseung Yang,Haeyun Lee,Jae Youn Hwang
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Stochastic Adaptive Activation Function
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)
H-Y Cho,,H-L Yang,C-W Jung,H-P Park,Jae Youn Hwang,Hyoun-Joong Kong,Hyung-Chul Lee
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Deep-Learning Model Associating Lateral Cervical Radiographic Features with Cormack--lehane Grade 3 Or 4 Glottic View
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
,Jaeseung Yang,Moon Hwan Lee,Jin Ho Chang,Jun-Young Kim,Jae Youn Hwang
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USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer
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)
,T C Cavalcanti,Sewoong Kim,Hah Min Lew,Dae Hun Suh,Dong Hun Lee,Jae Youn Hwang
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Multi-task and Few-shot Learning-based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases
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)
Haeyun Lee,Moon Hwan Lee,Sang-Yeon Lee,,Hah Min Lew,Jae Youn Hwang
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Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
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,Hah Min Lew,,Sang-Yeon Lee,Moo Kyun Park,Jae Youn Hwang
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Intelligent Smartphone-based Multimode Imaging Otoscope for the Mobile Diagnosis of Otitis Media
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
ICCV 2021 (Top AI & CV Conference)
International Conference on Computer Vision2021
,Haeyun Lee,Jae Youn Hwang
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Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
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)
,Jun Hee Kim,Haeyun Lee,Juhum Park,Jihwan P Choi,Jae Youn Hwang
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Boundary-oriented Binary Building Segmentation Model with Two Scheme Learning for Aerial Images
Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment
SCI(E); IF=3.23, 56.45% (Q3)
JMIR Medical Informatics (JMIR Medical Informatics, 2021, Vol. 9, Issue 5)
Haeyun Lee,Young Jun Chai,Hyunjin Joo,,Jae Youn Hwang,Seok-Mo Kim,Kwangsoon Kim,Inn-Chul Nam,June Young Choi,Hyeong Won Yu,Myeong-Chul Lee,Hiroo Masuoka,Akira Miyauchi,Kyu-Eon Lee,Sung-Wan Kim,Hyoun-Joong Kong
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Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment