Medical

Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy through Deep Learning-based Coarse-to-Fine Shape Estimation

SCI(E); IF=3.60, 17.70% (Q1)
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, Vol. 71, No. 7, pp. 775–785

Kyungsu Lee,Moon Hwan Lee,Dongho Kang,Sewoong Kim,Jin Ho Chang,Seung-June Oh,Jae Youn Hwang

Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy through Deep Learning-based Coarse-to-Fine Shape Estimation

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

Kyungsu Lee,Haeyun Lee,Thiago Coutinho Cavalcanti,Sewoong Kim,Georges El Fakhri,Dong Hun Lee,Jonghye Woo,Jae Youn Hwang

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

Kyungsu Lee,Haeyun Lee,Georges El Fakhri,Jonghye Woo,Jae Youn Hwang

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, Vol. 78, No. 1, pp. 64–72

H-Y Cho,Kyungsu Lee,H-L Yang,C-W Jung,H-P Park,Jae Youn Hwang,Hyoun-Joong Kong,Hyung-Chul Lee

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

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, Vol. 27, No. 1, pp. 176–187

Kyungsu Lee,T C Cavalcanti,Sewoong Kim,Hah Min Lew,Dae Hun Suh,Dong Hun Lee,Jae Youn Hwang

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

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

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

Kyungsu Lee,Hah Min Lew,Moon Hwan Lee,Jun-Young Kim,Jae Youn Hwang

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

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

Kyungsu Lee,Jaeseung Yang,Moon Hwan Lee,Jin Ho Chang,Jun-Young Kim,Jae Youn Hwang

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, Vol. 69, No. 9, pp. 2638–2650

Haeyun Lee,Moon Hwan Lee,Sang-Yeon Lee,Kyungsu Lee,Hah Min Lew,Jae Youn Hwang

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, Vol. 12, No. 12, pp. 7765–7779

Thiago C. Cavalcanti,Hah Min Lew,Kyungsu Lee,Sang-Yeon Lee,Moo Kyun Park,Jae Youn Hwang

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

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, Vol. 9, No. 5, Art. e25869

Haeyun Lee,Young Jun Chai,Hyunjin Joo,Kyungsu Lee,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

Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment