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[2026.02] We are pleased to announce that the Digital Twin for Healthcare (DT4H) workshop has been accepted and will be held at MICCAI 2026, one of the top-tier international conferences in computer science and medical image computing, in Abu Dhabi. Prof. Kyungho Yoon serve as an organizer of the workshop, contributing to shaping discussions on digital twin technologies for next-generation healthcare applications.
[2025.12] We had an end-of-year party. Thank you for all your hard work throughout the year.
[2025.12] Seonaeng, Minju and Yunho participated in KSME (Korean Society of Mechanical Engineering) Fall Conference.
[2025.12] Our research has been highlighted in news articles: [article] , [article]
[2025.11] Our paper, titled "Real-time prediction of breast cancer site using deformation-aware graph neural network", has been accepted for publichation in Engineering Applications of Artificial Intelligence.
[2025.09] We were honored to host Prof. Lei Li (National University of Singapore) in our lab. Prof. Li delivered an inspiring seminar on "AI-powered Cardiac Digital Twins", sharing her latest research and insights.
[2025.09] Our paper (Acoustic simulation with deep learning for low-intensity transcranial focused ultrasound digital twin) presented at the MICCAI 2025 Workshop on DT4H received the Runner-up Best Paper Award. Congratulations to Minjee for her excellent presentation and achievement!
[2025.08] We are pleased to announce that three of our works have been accepted for presentation at the MICCAI 2025 (top-tier conference in medical imaging and AI) Workshop on Digital Twin for Healthcare (DT4H):
DeformMLP: Effective Deformation prediction for breast cancer using graph topology-assisted MLPs
Acoustic simulation with deep learning for low-intensity transcranial focused ultrasound digital twin
Towards digitial twin of RF ablation: real-time prediction of time-dependent thermal effects using transformer
[2025.07] We had a farewell party for Junghoon and wish him all the best in his new academic journey in US.
[2025.06] Minjee presented her research at the Internation Symposium Therapeuic Ultrasound (ISTU) 2025, held on Banff, Canada.
[2025.05] Minjee received the first place award of excellence from the Yonsei-CSE Poster Exhibition. Many congratulation!
[2025.05] Minjee presented her research at the KSME 2025 Spring Conference, and Prof. Yoon received the Young Investigator Award. Congratulations!
[2025.05] Celebrating Teacher's Day with our amazing lab members :)
[2025.05] Seonaeng and Minju participated in KOSOMBE (Korean Society of Medical & Biological Engineering) Spring Conference.
[2025.05] Our paper, titled "Deep learning-based real-time estimation of transcranial focused ultrasound acoustic field", has been accepted for publichation in Engineering Applications of Artificial Intelligence.
[2025.04] Our paper, titled "Local stress fields prediction using global displacement through Fourier neural operator", has been accepted for publication in Journal of Computational Design and Engineering.
[2025.02] Many congratulations to students Jung-Hun and Kyunghyun on their graduation!
[2025.02] Our lab participated in the MEGA Lab workshop, held at KICS (The Korean Institute of Communications and Information Sciences) Conference.
[2024.12] We had an end-of-year party. Thank you for all your hard work throughout the year.
[2024.12] Dr. Minwoo Shin will be joining Yonsei University's Mirae Campus as a full-time faculty starting in March next year. Many congratulations!
[2024.11] We participated in COSEIK (Computational Structural Engineering Institute of Korea) Fall Conference.
[2024.11] We participated in KSME (Korean Society of Mechanical Engineers) Fall Conference.
[2024.10] Our research has been highlighted in news articles: [연세소식][동아][대학저널]
[2024.10] Our paper, titled "Multi-modal networks for real-time monitoring of intracranial acoustic field during transcranial focused ultrasound therapy", has been accepted for publication in Computer Methods and Programs in Biomedicine.
[2024.09] Our paper, titled "PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment", has been accepted for publication in Engineering Applications of Artificial Intelligence.
[2024.08] Jung-Hun gave a presentation at CDE (Computational Design and Engineeering) Conference.
[2024.04] Our Lab has been selected as a Basic Research Projects (Outstanding Young Scientist Grants) supported by the National Research Fundation (NRF) (200M KRW/year, 2024-2029).
[2024.04] Kyunghyun Lee and Prof. Yoon participated in KSME (Korean Society of Mechanical Engineers) Spring Conference.
[2024.04] Our paper is accepted for publication in IEEE Journal of Biomedical and Health Informatics.
[2024.02] Our paper is accepted for publication in Biomedical Engineering Letters.
[2024.01] Minjee Seo visited at the Harvard Medical School (Bringham and Women's Hospital), and starts collaboration works.
[2023.12] Our lab had a year-end gathering. Thank you all for your hard work!
[2023.11] Our lab participated in the first workshop of MEGA Lab, held at KICS (The Korean Institute of Communications and Information Sciences) Conference.
[2023.11] Kyunghyun Lee participated at Yonsei-Korea University Natural Science Academic Exchange Conference.
[2023.10] Our research has been highlighted in Focused Ultrasound Foundation: [Link]
[2023.10] Kyunghyun Lee and Seonaeng Cho received the award of excellence from the 23th Yonsei-CSE Poster Exhibition. Many congratulation!
[2023.10] Our lab participated in KSTU (The Korean Society for Therapeutic Ultrasound) Conference.
[2023.08] Our research has been highlighted in news articles: [Link]
[2023.07] Our paper is accepted for publication in Scientific Reports.
[2023.06] Our Lab has been selected as a Basic Research Laboratory (BRL) supported by the National Research Fundation (NRF) (500M KRW/year, 2023-2026).
[2023.06] Our paper is accepted for publication in Ultrasonics.
[2023.05] Minjee Seo and Kyunghyun Lee participated at AI Expo Korea in COEX.
[2023.05] Prof. Yoon lectured "Artificial Intelligence Based Monitoring and Treatment Planning for Transcranial Focused Ultrasound Therapy" at Korean Society Ultrasound in Medicine (KSUM) as an invisted speaker.
[2023.05] Our paper is accepted for publication in Computer Methods and Programs in Biomedicine.
[2023.04] Our lab participated in KSME (Korean Society of Mechanical Engineers) Spring Conference.
[2023.04] Minjee Seo received the award of excellence from the 22th Yonsei-CSE Poster Exhibition. Many congratulation!
[2023.04] Prof. Yoon received the Outstanding Research Award (우수연구자상) from Computational Structural Engineering Institute of Korea.
[2023.04] Our paper is published in Journal of Computational Design and Engineering.
[2023.02] Dr. Kim and Nam at Seoul National University visited our lab and talked about recent applications of machine learning.
[2022.12] Prof. Noh at Korea University visited our lab and talked about "Effect of bone remodeling process in biomechanical stability evaluation of lumber interbody fusion model".
[2022.11] Our lab participated in KSIAM (Korean Society for Industrial and Applied Mathematics) Fall Conference.
[2022.08] Our paper is published in IEEE Journal of Biomedical and Health Informatics.
[2022.08] Our paper is published in Scientific Reports.
[2022.08] Prof. Yoon visited at the Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital (Harvard Medical School), and starts collaboration works.
[2022.07] Prof. Yoon lectured "Theoretical formulation, FEM technology and computations" as a special summer school.
[2022.06] Dr. Kim at KIER visited our lab and talked about "fluid convection in human body: acoustic streaming in perivascular space".
[2022.06] Dr. Lee at KITECH visited our lab and talked about "Cryoablation probe and bio heat transfer".
[2022.06] Our paper is published in Ultrasound in Medicine and Biology (UMB).
[2022.06] Our paper is published in Computer Methods and Programs in Biomedicine (CMPB).
[2022.05] Our Lab has been selected to be funded by Future-Leading Research Initiative from Yonsei University (50M KRW/year, 2022-2024).
[2022.04] Our Lab has been selected to be funded by R&D Voucher Program from IITP (200M KRW/year, 2022-2023).
[2022.04] Prof. Yoon has served as an associated editor of JCDE (Journal of Computational Design and Engineering, IF: 5.860, JCR 10%).
[2022.03] Dr. Hyo Jin Kim has been selected to be funded by Sejong Fellowship from NRF(100M KRW/year, 2022-2026).
[2022.03] Our Lab has been selected to be funded by KIST Institutional Research Program (60M KRW/year, 2022-2023).
[2022.03] CMME (Computer Methods in Medical Engineering) Lab. Starts
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