All Stories

  1. Development and Application of Self-Supervised Machine Learning for Smoke Plume and Active Fire Identification from the Fire Influence on Regional to Global Environments and Air Quality Datasets

    Article • Remote Sensing, April 2025, MDPI AG

    Dr Olga Kalashnikova, Kyongsik Yun

  2. A Deep Learning Driven Simulation Analysis of the Emotional Profiles of Depression Based on Facial Expression Dynamics

    Article • Clinical Psychopharmacology and Neuroscience, June 2023, Korean College of Neuropsychopharmacology (KAMJE)

    Kyongsik Yun

  3. Filling the gap: Estimation of soil composition using InSAR, groundwater depth, and precipitation data in California’s Central Valley

    Article • November 2021, Wiley

    John Reager, Kyongsik Yun

  4. Prediction of Mortality in Surgical Intensive Care Unit Patients Using Machine Learning Algorithms

    Article • Frontiers in Medicine, March 2021, Frontiers

    Kyongsik Yun

  5. Severe COVID-19 Illness: Risk Factors and Its Burden on Critical Care Resources

    Article • Frontiers in Medicine, November 2020, Frontiers

    Kyongsik Yun

  6. Causally linking neural dominance to perceptual dominance in a multisensory conflict

    Article • Neuroreport, July 2020, Wolters Kluwer Health

    Kyongsik Yun

  7. Transforming unstructured voice and text data into insight for paramedic emergency service using recurrent and convolutional neural networks

    Article • May 2020, SPIE

    Kyongsik Yun

  8. Association Between Macronutrients Intake and Depression in the United States and South Korea

    Article • Frontiers in Psychiatry, March 2020, Frontiers

    Kyongsik Yun

  9. Identifying Schizophrenia Using Structural MRI With a Deep Learning Algorithm

    Article • Frontiers in Psychiatry, February 2020, Frontiers

    Kyongsik Yun

  10. Identifying depression in the National Health and Nutrition Examination Survey data using a deep learning algorithm

    Article • Journal of Affective Disorders, October 2019, Elsevier

    Kyongsik Yun

  11. Smartphone-Based Point-of-Care Cholesterol Blood Test Performance Evaluation Compared with a Clinical Diagnostic Laboratory Method

    Article • Applied Sciences, August 2019, MDPI AG

    Kyongsik Yun

  12. Neural Correlates of Public Apology Effectiveness

    Article • Frontiers in Human Neuroscience, July 2019, Frontiers

    Kyongsik Yun

  13. Small target detection for search and rescue operations using distributed deep learning and synthetic data generation

    Article • May 2019, SPIE

    Kyongsik Yun

  14. Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks

    Article • May 2019, SPIE

    Kyongsik Yun

  15. Optimized training of deep neural network for image analysis using synthetic objects and augmented reality

    Article • May 2019, SPIE

    Kyongsik Yun

  16. Automatic speech recognition for launch control center communication using recurrent neural networks with data augmentation and custom language model

    Article • May 2018, SPIE

    Kyongsik Yun

  17. Occluded object reconstruction for first responders with augmented reality glasses using conditional generative adversarial networks

    Article • April 2018, SPIE

    Kyongsik Yun

  18. Predicting Rapid Fire Growth (Flashover) Using Conditional Generative Adversarial Networks

    Article • Electronic Imaging, January 2018, Society for Imaging Science & Technology

    Kyongsik Yun

  19. Classification of Suicide Attempts through a Machine Learning Algorithm Based on Multiple Systemic Psychiatric Scales

    Article • Frontiers in Psychiatry, September 2017, Frontiers

    Kyongsik Yun

  20. Transcranial Alternating Current Stimulation (tACS) Mechanisms and Protocols

    Article • Frontiers in Cellular Neuroscience, September 2017, Frontiers

    Kyongsik Yun

  21. Changes in cerebral glucose metabolism after 3 weeks of noninvasive electrical stimulation of mild cognitive impairment patients

    Article • Alzheimer s Research & Therapy, December 2016, Springer Science + Business Media

    Kyongsik Yun

  22. Improved target recognition response using collaborative brain-computer interfaces

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Kyongsik Yun

  23. Reappraising Abstract Paintings after Exposure to Background Information

    Article • PLOS One, May 2015, PLOS

    Kyongsik Yun

  24. Decoding covert motivations of free riding and cooperation from multi-feature pattern analysis of EEG signals

    Article • Social Cognitive and Affective Neuroscience, March 2015, Oxford University Press (OUP)

    Kyongsik Yun

  25. Beta-frequency EEG activity increased during transcranial direct current stimulation

    Article • Neuroreport, December 2014, Wolters Kluwer Health

    Kyongsik Yun

  26. Alcohol Reduces Cross-Frequency Theta-Phase Gamma-Amplitude Coupling in Resting Electroencephalography

    Article • Alcoholism Clinical and Experimental Research, November 2013, Wiley

    Kyongsik Yun

  27. Noninvasive remote activation of the ventral midbrain by transcranial direct current stimulation of prefrontal cortex

    Article • Translational Psychiatry, June 2013, Springer Science + Business Media

    Kyongsik Yun

  28. On the Same Wavelength: Face-to-Face Communication Increases Interpersonal Neural Synchronization

    Article • Journal of Neuroscience, March 2013, Society for Neuroscience

    Kyongsik Yun

  29. Interpersonal body and neural synchronization as a marker of implicit social interaction

    Article • Scientific Reports, December 2012, Springer Science + Business Media

    Kyongsik Yun

  30. Modulation of theta phase synchronization in the human electroencephalogram during a recognition memory task

    Article • Neuroreport, August 2012, Wolters Kluwer Health

    Kyongsik Yun

  31. Decreased cortical complexity in methamphetamine abusers

    Article • Psychiatry Research Neuroimaging, March 2012, Elsevier

    Kyongsik Yun

  32. P.3.a.003 Abnormal local and long-range functional connectivity in schizophrenia during ultimatum game

    Article • European Neuropsychopharmacology, September 2011, Elsevier

    Kyongsik Yun

  33. Mathematically Gifted Adolescents Have Deficiencies in Social Valuation and Mentalization

    Article • PLOS One, April 2011, PLOS

    Kyongsik Yun

  34. Different Gain/Loss Sensitivity and Social Adaptation Ability in Gifted Adolescents during a Public Goods Game

    Article • PLOS One, February 2011, PLOS

    Kyongsik Yun