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Neural/Bio Interface
Computational & histological analyses for novel designs of neural interface devices [paper(Kanghyeon Kim et al., Micromachines 2021] [poster][ppt]
Jun. 2019 - Mar. 2021Wireless neural stimulation using focused ultrasound with piezoelectric nanoparticles [ppt]
Jun. 2019 - Mar. 2021, Sep. 2023 - Dec. 2023Hydrogel multi-functional neural probe [code]
Sep. 2023 - Mar. 2024
@ Biomedical and Neural Interface Lab (KAIST) - Prof. Seongjun Park
Topic Research: Nanomaterials in Neural Interfaces [review]
Sep. 2023 - Nov. 2023
Seizure Detection
Expert modeling for seizure detection [paper]
Data: TUH EEG Seizure Corpus
Feb. 2023 - Dec. 2023
@ Signal Processing Laboratory (EPFL) - Prof. Pascal FrossardPatient-specific graph Neural Network (GNN) for seizure detection [ppt]
Data from Samsung Medical Center
Jul. 2023 - Dec. 2023
@ Machine Intelligence Healthcare Lab (CHA) - Prof. Baekhwan Cho
Glaucoma Device
Titratable Glaucoma Implant [link-R&D project]
Mar. 2022 - Dec. 2022Microfluidic analysis for glaucoma drainage devices [product]
Mar. 2022 - Dec. 2022
@ MICROT & Samsung Medical Center - Prof. Jonhchul Han
Inequality (especially in healthcare and education)
Regular Seminars with 'Capital et Ideology' (2019), Thomas Piketty [book]
Nov. 2020 - Mar. 2021
@ School of Digital Humanities & Computational Social Sciences (KAIST) - Prof. Seung-ook Lee
AI Digital Health using Keystroke Dynamics
Multimodal keystroke dynamics for detection of the depression
Mar. 2025 - Present
@ Machine Intelligence Healthcare Lab (CHA) - Prof. Baekhwan Cho
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