Kyungho Yoon

According to our database, Kyungho Yoon authored at least 15 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Real-time prediction of breast cancer sites using deformation-aware graph neural network.

Kyunghyun Lee, Yong-Min Shin, Minwoo Shin, Jihun Kim, Sunghwan Lim, Won-Yong Shin, Kyungho Yoon

Eng. Appl. Artif. Intell., 2026

2025

Local stress fields prediction using global displacement through Fourier neural operators.

Minwoo Shin, Minjee Seo, Hayoung Choi, Jaemin Jung, Kyungho Yoon

J. Comput. Des. Eng., 2025

Deep learning-based real-time estimation of transcranial focused ultrasound acoustic field.

Minyeong Jang, Minwook Choi, Insu Jeong, Seung-Schik Yoo, Kyungho Yoon, Gunwoo Noh

Eng. Appl. Artif. Intell., 2025

DeformMLP: Effective Deformation Prediction for Breast Cancer Using Graph Topology-Assisted MLPs.

Yong-Min Shin, Kyunghyun Lee, Sunghwan Lim, Kyungho Yoon, Won-Yong Shin

Proceedings of the Digital Twin for Healthcare - First International Workshop, 2025

Acoustic Simulation with Deep Learning for Low-Intensity Transcranial Focused Ultrasound Digital Twins.

Minjee Seo, Minwoo Shin, Gunwoo Noh, Seung-Schik Yoo, Kyungho Yoon

Proceedings of the Digital Twin for Healthcare - First International Workshop, 2025

Towards Digital Twin of RF Ablation: Real-Time Prediction of Time-Dependent Thermal Effects Using Transformer.

Seonaeng Cho, Minjee Seo, Minwoo Shin, Kyungho Yoon

Proceedings of the Digital Twin for Healthcare - First International Workshop, 2025

2024

tFUSFormer: Physics-Guided Super-Resolution Transformer for Simulation of Transcranial Focused Ultrasound Propagation in Brain Stimulation.

Minwoo Shin, Minjee Seo, Seung-Schik Yoo, Kyungho Yoon

IEEE J. Biomed. Health Informatics, July, 2024

PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment.

Minwoo Shin, Minjee Seo, Seonaeng Cho, Juil Park, Joon Ho Kwon, Deukhee Lee, Kyungho Yoon

Eng. Appl. Artif. Intell., 2024

Multi-modal networks for real-time monitoring of intracranial acoustic field during transcranial focused ultrasound therapy.

Minjee Seo, Minwoo Shin, Gunwoo Noh, Seung-Schik Yoo, Kyungho Yoon

Comput. Methods Programs Biomed., 2024

2023

Multivariable-incorporating super-resolution residual network for transcranial focused ultrasound simulation.

Minwoo Shin, Zhuogang Peng, Hyo-Jin Kim, Seung-Schik Yoo, Kyungho Yoon

Comput. Methods Programs Biomed., July, 2023

Laser-tissue interaction simulation considering skin-specific data to predict photothermal damage lesions during laser irradiation.

Hyo-Jin Kim, Seung-Hoon Um, Yong Guk Kang, Minwoo Shin, Hojeong Jeon, Beop-Min Kim, Deukhee Lee, Kyungho Yoon

J. Comput. Des. Eng., April, 2023

2022

Deep Neural Network for Navigation of a Single-Element Transducer During Transcranial Focused Ultrasound Therapy: Proof of Concept.

Minwook Choi, Minyeong Jang, Seung-Schik Yoo, Gunwoo Noh, Kyungho Yoon

IEEE J. Biomed. Health Informatics, 2022

Differential evolution method to find optimal location of a single-element transducer for transcranial focused ultrasound therapy.

Tae Young Park, Hyo-Jin Kim, So Hui Park, Won Seok Chang, Hyungmin Kim, Kyungho Yoon

Comput. Methods Programs Biomed., 2022

2018

Focused ultrasound brain stimulation to anesthetized rats induces long-term changes in somatosensory evoked potentials.

Seung-Schik Yoo, Kyungho Yoon, Phillip Croce, Amanda Cammalleri, Ryan W. Margolin, Wonhye Lee

Int. J. Imaging Syst. Technol., 2018

2015

Group Decision Procedure to Model the Dependency Structure of Complex Systems: Framework and Case Study for Critical Infrastructures.

Jukrin Moon, Dongoo Lee, Taesik Lee, Jaemyung Ahn, Jindong Shin, Kyungho Yoon, Dongsik Choi

Syst. Eng., 2015