publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. ITC-CSCC
    A lightweight multi-feature fusion deep learning architecture for human ECG reconstruction from chest-worn accelerometer
    Seungwoo Han, Ingon Chanpornpakdi, Puwadej Leelasiri, and 4 more authors
    In 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), 2025
    0 Google Scholar citations
  2. Preprint
    SingLEM: Single-Channel Large EEG Model
    Jamiyan Sukhbaatar, Satoshi Imamura, Ibuki Inoue, and 5 more authors
    arXiv preprint arXiv:2509.17920, 2025
    0 Google Scholar citations

2024

  1. BIBM
    Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix
    Seungwoo Han
    In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
    315 Google Scholar citations

2023

  1. BMEL
    GAN-based patient information hiding for an ECG authentication system
    Youngshin Kang, Geunbo Yang, Heesang Eom, and 5 more authors
    Biomedical Engineering Letters, 2023
    0 Google Scholar citations

2021

  1. Preprint
    Optimal feature selection for firewall log analysis using Machine learning and Hybrid Metaheuristic algorithms
    Seungwoo Han, Gil Hong, Jewan Kim, and 4 more authors
    2021
    174 Google Scholar citations

2020

  1. SPC
    Detection of arrhythmia using 1D convolution neural network with LSTM model
    Seungwoo Han, Wongyu Lee, Heesang Eom, and 2 more authors
    IEIE Transactions on Smart Processing & Computing, 2020
    0 Google Scholar citations
  2. WPTC
    Optimal DNN architecture search using Bayesian Optimization Hyperband for arrhythmia detection
    Seungwoo Han, Heesang Eom, Juhyeong Kim, and 1 more author
    In 2020 IEEE Wireless Power Transfer Conference (WPTC), 2020
    0 Google Scholar citations
  3. Sensors
    End-to-end deep learning architecture for continuous blood pressure estimation using attention mechanism
    Heesang Eom, Dongseok Lee, Seungwoo Han, and 5 more authors
    Sensors, 2020
    404 Google Scholar citations