Publications

Cho, Hyun-Myung, et al. "A peak-oriented diffusion model for high-fidelity electrocardiogram reconstruction from photoplethysmogram: development and usability study." BioData Mining (2026). 

 Kwon, Nayeon, et al. "COVID-19 and flu diagnosis from short electrocardiogram images using a residual neural network." Biomedical Signal Processing and Control 103 (2025): 107408 

Wonseok Choi, Hyeongmin Kim, et al. "A platform of exogenous acoustic vortices for fabricating dimension-controllable cellular blocks." Sensors and Actuators B: Chemical (2025): 137376. 

Hyomin Ahn, Hyomin Lee, Wonseok Choi et al. "Discovery of the therapeutic potential of naltriben against glutamate-induced neurotoxicity." Neurochemistry International 183 (2025): 105928. 

Hwang, Soree, et al. "A multimodal fatigue detection system using sEMG and IMU signals with a hybrid CNN-LSTM-Attention model." Sensors 25.11 (2025): 3309. 

Kwon, Nayeon, et al. "Enhancing the accuracy of mental health assessments through the integration of self-report and objective measures: A convergence study utilizing biosignals and 14-day wearable data." Acta Psychologica 259 (2025): 105432. 

Kim, Sung Hoon, et al. "Remote‐Controllable Immune‐Priming Spot Formation Via Nanocomplexed Hydrogel‐Assisted Histotripsy: Immunoasis." Advanced Materials (2025): e18245. 

Choi, Wonseok, et al. "A Dual-Targeted Therapy with Fucoidan-Functionalized Thrombolytic Discoidal Microparticles for Pulmonary Thromboembolism." Drug Design, Development and Therapy (2025): 10281-10297. 

Hwang, Soree, et al. "Machine learning based abnormal gait classification with IMU considering joint impairment." Sensors 24.17 (2024): 5571.

Cho, Hyun-Myung, et al. "Deep learning-based dynamic ventilatory threshold estimation from electrocardiograms." Computer Methods and Programs in Biomedicine 244 (2024): 107973. 

Jeongmin Heo, Wonseok Choi, et al. "Single-channel vortex tweezer with acoustic hologram for bioparticle manipulation"
is now accepted in Internatioanl Journal of Mechanical Sciences (IJMS) (IF=7.3, JCR<3.3%).

Min-Kyung Kim, et al. "Targeted Photothrombotic Subcortical Small Vessel Occlusion Using In Vivo Real-time Fiber Bundle Endomicroscopy in Mice" Biomedical Optics Express 14,2 (2023)

Lee, Jee Youn, et al. "IL-6/JAK2/STAT3 axis mediates neuropathic pain by regulating astrocyte and microglia activation after spinal cord injury." Experimental Neurology 370 (2023): 114576. 

Sung, Joohwan, et al. "Classification of Stroke Severity Using Clinically Relevant Symmetric Gait Features Based on Recursive Feature Elimination with Cross-Validation." IEEE Access (2022).

Wonseok Choi, et al. "Targeted Thrombolysis by Magnetoacoustic Particles in Photothrombotic Stroke Model" Biomaterials Research 26, 58 (2022)

Wonseok Choi, et al. "Cavitation-assisted Sonothrombolysis by Asymmetrical Nanostars for Accelerated Thrombolysis" Journal of Controlled Release 350 (2022): 870-885

Kim, Yurim, et al. "Heart Rate Variability as a Potential Indicator of Cancer Pain in a Mouse Model of Peritoneal Metastasis." Sensors 22.6 (2022): 2152.