PUBLICATION

Ryu, J., Choi, J., Niketeghad, S., Torres, E.B., & Pouratian, N. Irregularity of Instantaneous Gamma Frequency Characterize Proprioceptive and Visuo-motor Control Processes in Motor Cortex and Posterior Parietal Cortex. (manuscript in preparation) 

Ryu, J., & Torres, E. (2022). Toward interpretable digital biomarkers of walking and reaching in Parkinson’s disease. Wearable Technologies, 3, E21. doi:10.1017/wtc.2022.16. Link 

Ryu, J., Torres, E. B. (2022). Motor Signatures in Digitized Cognitive and Memory Tests Enhances Characterization of Parkinson’s Disease. Sensors, 22(12), 4434. Link 

Bermperidis, T., Rai, R., Ryu, J., Zanotto, D., Agrawal, S. K., Lalwani, A. K., & Torres, E. B. (2021). Optimal time lags from causal prediction model help stratify and forecast nervous system pathology. Scientific reports, 11(1), 1-24. Link 

Ryu, J., Bar-Shalita, T., Granovsky, Y., Weissman-Fogel, I., & Torres, E. B. (2021). Personalized Biometrics of Physical Pain Agree with Psychophysics by Participants with Sensory over Responsivity. Journal of Personalized Medicine, 11(2), 93. Link 

Ryu, J., & Torres, E. (2020). The Autonomic Nervous System Differentiates between Levels of Motor Intent and End Effector. Journal of Personalized Medicine, 10(3), 76. Link 

Ryu, J., Vero, J., Dobkin, R., & Torres, E.B. (2019). Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson’s Disease, Journal of Visualized Experiments (149), e59827, doi:10.3791/59827 (2019). Link

Ryu, J., & Torres, E.B. (2018). Characterization of sensory-motor behavior under cognitive load using a new statistical platform for studies of embodied cognition, Frontiers in Human Neuroscience, 12, 116. Link

Ryu, J., Vero, J., &Torres, E.B. (2017). Methods for Tracking Dynamically Coupled Brain-Body Activities during Natural Movement, Proceedings of the 3rd International Symposium on Movement and Computing, ACM, 2017. Link

Fleming, S. M., Ryu, J., Golfinos, J. G., & Blackmon, K. (2014). Domain-specific impairment in metacognitive accuracy following anterior prefrontal lesions. Brain, 137(10), 2811-2822. Link

CONFERENCE PRESENTATIONS/TALKS 

2022

• Irregularity of Instantaneous Gamma Frequency Characterize Proprioceptive and Visuo-motor Control Processes in Motor Cortex and Posterior Parietal Cortex, American Society for Stereotactic and Functional Neurosurgery, Atlanta, GA 

• UCLA Symposium on Neurotechnology Data Blitz, Los Angeles, CA 

2020

• Exploring the sense of agency. Exploring emerging technology series Episode 4. New Jersey Autism Center of Excellence Podcast, NJ 

2019

• Embodied Cognition Analytics: methods to study brain-body interaction while aging with autism. Emerging Technologies for Autism, New Jersey Autism Center of Excellence, NJ

2018

• Tracking brain-body-heart pairwise coupled dynamics for personalized medicine. Rutgers Discovery Informatics Institute Talk,  Rutgers University, Piscataway, NJ

• Physical entrainment in complex dynamical systems under neuromotor control. Rutgers Discovery Informatics Institute Open House, Rutgers University, Piscataway, NJ

2016

• Network analysis on the brain and body interactions during respiratory biofeedback. Cognitive Science Graduate Talk, Rutgers University, Piscataway, NJ

• Intentionality in action from the brain to the heart during biofeedback training. Society of Neuroscience Nanosymposium, San Diego, CA

• Characterization of somatosensory-motor behavior under cognitive load. Cognitive Festival, Rutgers University, Piscataway, NJ

• Body-Brain-Avatar Interface: a tool to study sensory motor integration and neuroplasticity. Qualcomm Innovation Fellowship, Qualcomm Inc., San Diego, CA.      

POSTER PRESENTATION 

Ryu, J., Krahl, S., Langevin, J.P., Bari, A. (2023). Pain intensity is characterized by theta (4-8hz) band dynamics and pain medication effect at gamma (30-80hz) band dynamics within the human subcortical structures, Feb 2023, NIH HEAL Initiative Investigator Meeting, Rockville, MD. 

Ryu, J., Bari, A. (2022). Chronic pain dynamically modulates theta and gamma power and cross-frequency coupling, Nov 2022, Society of Neuroscience, San Diego, CA

Ryu, J., Torres, E. (2019). Characterization of sensory-motor behavior under cognitive load using network connectivity and stochastic analyses as a tool to study embodied cognition. May 2019, Annual Perceptual Science Forum, Rutgers University, Piscataway, NJ

Ryu, J., Torres, E. (2019). Characterization of sensory-motor behavior under cognitive load using network connectivity and stochastic analyses as a tool to study embodied cognition. May 2019, Annual Perceptual Science Forum, Rutgers University, Piscataway, NJ

Ryu, J., Torres, E. (2018). Characterization of sensory-motor behavior under cognitive load using network connectivity and stochastic analyses as a tool to study embodied cognition. Nov 2018, Society of Neuroscience, San Diego, CA

Ryu, J., Torres, E. (2017). Dynamics of the Peripheral Nervous System and Central Nervous System Among ASD Individuals. Nov 2017, Society of Neuroscience, Washington, DC

Ryu, J., Torres, E. (2017). Methods for Tracking Dynamically Coupled Brain-Body Activities during Natural Movement. May 2017, Annual Perceptual Science Forum, Rutgers University, Piscataway, NJ

Ryu, J., Torres, E. (2015). Characterization of sensory-motor behavior under different mindsets. Sept 2015, Society of Neuroscience, Chicago, IL

Ryu, J., Torres, E. (2015). Cognitive load leads to a higher noise level in goal directed movements and a lower level of sense of agency. May 2015, Annual Perceptual Science Forum, Rutgers University, Piscataway, NJ

Ryu, J., Torres, E. (2015). Characterization of sensory-motor behavior under different mindsets. Sept 2015, Society of Neuroscience, Chicago, IL