publications

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

Citation counts last updated: 2026-03-19 15:57:15

TBA

  1. In preparation
    2 manuscripts in preparation
    TBA
  2. Under review
    1 manuscript in under review
    TBA

2025

  1. ITC-CSCC
    han2025lightweight.png
    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
    Best Presentation Award biomedical engineering DOI
    0 Google Scholar citations
  2. Preprint
    sukhbaatar2025singlem.png
    SingLEM: Single-Channel Large EEG Model
    Jamiyan Sukhbaatar, Satoshi Imamura, Ibuki Inoue, and 5 more authors
    arXiv preprint arXiv:2509.17920, 2025
    biomedical engineering DOI
    1 Google Scholar citations

2024

  1. BIBM
    han2024arrhythmia.png
    Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix
    Seungwoo Han
    In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
    biomedical engineering DOI
    2 Google Scholar citations

2023

  1. BMEL
    kang2023gan.png
    GAN-based patient information hiding for an ECG authentication system
    Youngshin Kang, Geunbo Yang, Heesang Eom, and 5 more authors
    Biomedical Engineering Letters, 2023
    biomedical engineering DOI
    13 Google Scholar citations

2021

  1. Preprint
    han2021optimal.png
    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
    simulation DOI
    7 Google Scholar citations

2020

  1. beC
    han2020detection.png
    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
    biomedical engineering DOI
    9 Google Scholar citations
  2. WPTC
    han2020optimal.png
    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
    biomedical engineering DOI
    15 Google Scholar citations
  3. Sensors
    eom2020end.png
    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
    biomedical engineering DOI
    164 Google Scholar citations