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)

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)

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, 2024)

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)