AMILAB

Conference Proceedings

"wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging"

SiYeoul Lee, SeongKyu Park, MinKyung Seo, SeHoon Kim, DoYeon Kim, MinJu Jin, Hyeyun Lee, EonSeung Seong, DongEon Lee, Doyun Kim, GyuBin Kim and MinWoo Kim*
MICCAI, 2026.09

"Convolutional Implicit Neural Representation of Pathology Whole-slide Images"

DongEon Lee, Chunsu Park, SeonYeong Lee, SiYeoul Lee, and MinWoo Kim*
MICCAI, 2024.10

"CAPTURE-GAN: Conditional Attribute Preservation through Unveiling Realistic Generative Adversarial Networks for artifact removal in dual-energy CT imaging"

Chunsu Park, Seonho Kim, DongEon Lee, SiYeoul Lee, Kambaluru Ashok, Chankue Park, and MinWoo Kim*
MICCAI, 2024.10

"Advances in Pulsed Doppler Methods for Peripheral Perfusion Imaging"

Michael F. Insana, Yang Zhu, MinWoo Kim, and Lawrence W. Dobrucki
IEEE IUS, 2019.10

"Optimal Filtering for Improved Perfusion Sensitivity"

MinWoo Kim, Jamila Hedhli, Lawrence W. Dobrucki, Craig K. Abbey, and Michael F. Insana
IEEE IUS, 2017.09

"Ultrasound Perfusion Signal Processing for Tumor Detection"

MinWoo Kim, Craig K. Abbey, and Michael F. Insana
SPIE Medical Imaging, 2016.04

"Perfusion Signal Processing for Optimal Detection Performance"

Craig K. Abbey, MinWoo Kim, and Michael F. Insana
IEEE IUS, 2014.09

"Ab Initio Maximum Likelihood Reconstruction of Helical Macromolecules using Electron Microscopy"

MinWoo Kim and JongChul Ye
IEEE ISBI, 2009.06

"Compressed Sensing Metal Artifact Removal in Dental CT"

Jiyoung Choi, MinWoo Kim, Won Seong, and JongChul Ye
IEEE ISBI, 2009.06

"3D Macromolecule Structure Reconstruction from Electron Micrograph by Exploiting Symmetry and Sparsity"

MinWoo Kim, Jiyoung Choi, and JongChul Ye
SPIE Computational Imaging, 2008.01

"Cryo-EM Microscopy Single Particle Reconstruction of Virus Particles using Compressed Sensing Theory"

MinWoo Kim, Jiyoung Choi, Liu Yu, KyungEun Lee, SungSik Han, and JongChul Ye
SPIE Computational Imaging, 2007.01

Conference Presentations

"Freehand 3D Photoacoustic and Ultrasound Reconstruction via Deep Sequential Motion Estimation"

Siyeoul Lee, Minju Jin, Sehoon Kim, Doyeon Kim, Minkyung Seo, Doyun Kim, Gyubin Kim, Hyeyun Lee, Hyemin Yoon and MinWoo Kim
IEEE IUS, 2026.10

"Real-Time Abdominal Ultrasound Scan View Recognition via Spatial Viewpoint Reasoning with HiCAT"

Doyeon Kim, Siyeoul Lee, Hyeyun Lee, Hyemin Yoon, Minju Jin, Sehoon Kim, Yubin Cho, Younghye Cho and MinWoo Kim
IEEE IUS, 2026.10

"Freehand 3D Thyroid Ultrasound Reconstruction with Feature- and Frequency-Guided Motion Estimation and Anatomical Segmentation"

Minju Jin, Siyeoul Lee, Doyeon Kim, Hyeyun Lee, Eui-Suk Sung and MinWoo Kim
IEEE IUS, 2026.10

"Physics-Informed Neural Networks for Stable Ultrasound Wave Propagation Modeling"

Minkyung Seo, Sehoon Kim, Siyeoul Lee, Daeun Jang, Dongeon Lee, Seongkyu Park, Seokchan Yoon and MinWoo Kim
IEEE IUS, 2026.10

"EchoRoute: Visual-Prompt-Guided Soft Routing for Multi-Item Echocardiography Report Retrieval"

Hyemin Yoon, Yubin Cho, Dongeon Lee, Hyewon Lee and MinWoo Kim
IEEE IUS, 2026.10

"Deep Learning-based Reconstruction of Speed of Sound Maps"

SeongKyu Park†, SiYeoul Lee†, MinKyung Seo, Imrus Salehin, EonSeung Seong, DongEon Lee, and MinWoo Kim
IEEE IUS, 2025.09

"Ultrasound Microvascular Imaging using Deep Knowledge Distillation"

Seonho Kim†, Chunsu Park†, Yubin Cho, SiYeoul Lee, DongEon Lee, and MinWoo Kim
IEEE IUS, 2025.09

"Free-Hand Photoacoustic and Ultrasound Imaging for Enhanced 3D Vascular Reconstruction using Deep Learning"

SiYeoul Lee†, SeongKyu Park†, MinKyung Seo, Seonho Kim, EonSeung Seong, Imrus Salehin, DongEon Lee, MinWoo Kim
IEEE IUS, 2025.09

"MSL-Net: Enhancing Free-hand 3D Ultrasound Reconstruction Using Deep Learning for Advanced Clinical Visualization"

SiYeoul Lee, SeonHo Kim, MinKyung Seo, Ashok Kambaluru, DongEon Lee, Chunsu Park, SeonYeong Lee, Jiye Kim, MinWoo Kim
IEEE IUS, 2024.09