Publications by authors named "Soyeon Bak"
Herein, we present human adipose-derived stem cells (ADSCs) inserted with the receptor-interacting protein kinase-3 (RIP3) gene (RP@ADSCs), which induces cell necroptosis, for tumor immunotherapy. Necroptosis has characteristics of both apoptosis, such as programmed cell death, and necrosis, such as swelling and plasma membrane rupture, during which damage-related molecular patterns are released, triggering an immune response. Therefore, necroptosis has the potential to be used as an effective anticancer immunotherapy.
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- The brain-computer interface (BCI) enables control of external devices using neural signals, specifically through a method called motor imagery (MI), which relies on imagining movements to generate these signals.
- Electroencephalography (EEG) is commonly used to capture these signals due to its non-invasive nature, but challenges like noise and variability between individuals necessitate effective feature selection for better performance.
- This study introduces a layer-wise relevance propagation (LRP) method for selecting EEG features that improves MI classification across different deep learning models and datasets, suggesting its potential for broader applications in research.