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Lee’s AI Neuromodulation Lab at Ewha

Publication
We have performed multidisciplinary research in medicine, brain science, and engineering for developing algorithms related to AI-based disease diagnosis and treatment, prediction of prognosis, and developing digital therapeutics of neuromodulation, utilizing focused ultrasound with mobile healthcare or wearable devices.

CLOCK genetic variations are associated with age-related changes in sleep duration and brain volume
Sleep and genetic effects on brain aging and cortical brain volumes

Interactive effects of seizure frequency and lateralization on intratemporal effective connectivity in temporal lobe epilepsy
Resting-state functional MRI and specific memory performance in TLE patients

Neuromodulation using transcranial focused ultrasound on the bilateral medial prefrontal cortex
Dynamic changes in brain cortical responses from tFUS to mPFC in functional brain architecture
Retention rates and successful treatment with antiseizure medications in newly-diagnosed epilepsy patients: Treatment of epilepsy with new generation ASMs
Link: https://pmc.ncbi.nlm.nih.gov/articles/PMC10827640/ Abstract Purpose Treatment for epilepsy primarily involves antiseizure medications (ASMs), which can be characterized using the clinical data warehouse (CDW) database. In this study, we compared retention rates and time to successful treatment for various ASMs to reflect both efficacy and adverse effects in patients with newly-diagnosed epilepsy. Materials and Methods We identified newly-diagnosed epilepsy patients with
Feb 241 min read
Clinical outcomes and systemic complications related to severity and etiology of status epilepticus using common data model: Clinical outcomes of status epilepticus using common data model
Link: https://pure.ewha.ac.kr/en/publications/clinical-outcomes-and-systemic-complications-related-to-severity-/ Abstract Background: Status epilepticus (SE) is a critical neurological emergency in patients with neurological and non-neurological diseases. Mortality rises with SE severity. However, whether brain injury or systemic organ dysfunction causes death after SE remains unclear. We studied clinical outcomes and systemic dysfunctions associated with SE using standardize
Feb 242 min read
How Does the Brain Allow the Eyes to See?
Link: https://pure.ewha.ac.kr/en/publications/how-does-the-brain-allow-the-eyes-to-see/ Abstract Did you know that it is not only your eyes that allow you to see? Your brain functions with the eyes to process and make sense of all things that you see. A part of the brain called the visual cortex is responsible for vision. The brain contains over 100 billion brain cells called neurons, and they work in “levels” to help you see the world—from a basic level in which you perceive
Feb 241 min read
Stretchable and Biocompatible Transparent Electrodes for Multimodal Biosignal Sensing from Exposed Skin
Link: https://advanced.onlinelibrary.wiley.com/doi/full/10.1002/aelm.202300075 Abstract Real-time health monitoring technology in daily life requires mechanically robust and transparent electrodes for multimodal biosignal sensing from exposed human epidermis. Here, highly stretchable transparent electrodes comprising a water-dispersed conductive polymer, poly(3,4-ethylenedioxythiophene):poly(styrenesulfonate) (PEDOT:PSS), and a protic ionic liquid (IL), 3-methylimidazolium:bi
Feb 241 min read
Machine Learning-assisted Quantitative Mapping of Intracortical Axonal Plasticity Following a Focal Cortical Stroke in Rodents
Link: https://pmc.ncbi.nlm.nih.gov/articles/PMC10327932/ Abstract Stroke destroys neurons and their connections leading to focal neurological deficits. Although limited, many patients exhibit a certain degree of spontaneous functional recovery. Structural remodeling of the intracortical axonal connections is implicated in the reorganization of cortical motor representation maps, which is considered to be an underlying mechanism of the improvement in motor function. Therefore,
Feb 241 min read
Age-integrated artificial intelligence framework for sleep stage classification and obstructive sleep apnea screening
Link: https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2023.1059186/full Abstract Introduction Sleep is an essential function to sustain a healthy life, and sleep dysfunction can cause various physical and mental issues. In particular, obstructive sleep apnea (OSA) is one of the most common sleep disorders and, if not treated in a timely manner, OSA can lead to critical problems such as hypertension or heart disease. Methods The first crucial step in e
Feb 242 min read
Earlier chronotype in midlife as a predictor of accelerated brain aging: a population-based longitudinal cohort study
Link: https://academic.oup.com/sleep/article/46/6/zsad108/7123764 Abstract Study Objectives Evidence suggests that sleep–wake cycle disruption could be an early manifestation of neurodegeneration and might even be a risk factor for developing diseases in healthy adults. We investigated the impact of circadian phase change on structural and functional brain deterioration in a late-adulthood population. Methods We analyzed the data of 1874 participants (mean age 58.6 ± 6.3 year
Feb 241 min read
Effectiveness of the use of an oscillating positive expiratory pressure device in bronchiectasis with frequent exacerbations: a single-arm pilot study
Link: https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2023.1159227/full Abstract Impaired airway clearance in patients with non-cystic fibrosis bronchiectasis causes frequent bacterial infection, chronic inflammation, and progressive tissue destruction. We aimed to evaluate whether an oscillating positive expiratory pressure (OPEP) device could allow effective sputum expectoration and prevent acute exacerbations in patients with bronchiectasis who had freq
Feb 241 min read
Chrysanthemum morifolium and Its Bioactive Substance Enhanced the Sleep Quality in Rodent Models via Cl− Channel Activation
Link: https://www.mdpi.com/2072-6643/15/6/1309 Abstract Dried Chrysanthemum morifolium (Chry) flowers have been used in Korea as a traditional insomnia treatment. In this study, the sleep-promoting activity and improving sleep quality of Chry extract (ext) and its active substance linarin were analyzed by pentobarbital-induced sleep experiment in mice and electroencephalography (EEG), electromyogram (EMG) analysis in rats. In a dose-dependent manner, Chry ext and linarin prom
Feb 231 min read
EEG Feature Engineering for Machine Learning-Based CPAP Titration Optimization in Obstructive Sleep Apnea
Link: https://pure.ewha.ac.kr/en/publications/eeg-feature-engineering-for-machine-learning-based-cpap-titration/ Abstract Obstructive sleep apnea (OSA) is one of the most prevalent sleep disorders that can lead to serious consequences, including hypertension and/or cardiovascular diseases, if not treated promptly. Continuous positive airway pressure (CPAP) is widely recognized as the most effective treatment for OSA, which needs the proper titration of airway pressure to achi
Feb 232 min read
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