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Bio-Medical Signal & System Analysis Lab.

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International Journal

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Automatic Sleep-Stage Classification based on Residual Unit and Attention Networks using Directed Transfer Function of Electroencephalogram Signals
  • AuthorDongrae Cho and Boreom Lee*
  • Year2024
  • SourceBiomedical Signal Processing and Control (2024), vol. 88, 105679.

A Novel Approach to Surface EMG-based Gesture Classification Using a Vision Transformer Integrated with Convolutive Blind Source Separation
  • AuthorMustapha Deji Dere, and Boreom Lee*
  • Year2024
  • SourceIEEE Journal of Biomedical and Health Informatics (2024), vol. 28(1), pp. 181-192.

Beyond the Microscope: A Technological Overture for Cervical Cancer Detection
  • AuthorYong-Moon Lee, Boreom Lee, Nam-Hoon Cho, and Jae Hyun Park*
  • Year2023
  • SourceDiagnostics (2023), vol. 13(19), 3079.

Event-driven Edge Deep Learning Decoder for Real-time Gesture Classification and Neuro-inspired Rehabilitation Device Control
  • AuthorMustapha Deji Dere, Ji-Hun Jo, and Boreom Lee*
  • Year2023
  • SourceIEEE Transactions on Instrumentation and Measurement (2023), vol. 72, Article Sequence Number: 4011612.

Multiclass Classification of Imagined Speech EEG Using Noise-assisted Multivariate Empirical Mode Decomposition and Multireceptive Field Convolutional Neural Network
  • AuthorHyeong-Jun Park and Boreom Lee*
  • Year2023
  • SourceFrontiers in Human Neuroscience (2023), vol. 17, fnhum.2023.1186594.

CervixFormer: A Multi-scale Swin Transformer-Based Cervical Pap-Smear WSI Classification Framework
  • AuthorAnwar Khan, Seunghyeon Han, Naveed Ilyas, Yong-Moon Lee, and Boreom Lee*
  • Year2023
  • SourceComputer Methods and Programs in Biomedicine (2023), vol. 240, 107718.

DeepGene Transformer: Transformer for the Gene Expression-Based Classification of Cancer Subtypes
  • AuthorAnwar Khan, and Boreom Lee*
  • Year2023
  • SourceExpert Systems with Applications (2023), vol. 226, 120047.

Differential relationship of observer-rated and self-rated depression and anxiety scales with heart rate variability features
  • AuthorJinsil Ham, Hesun Erin Kim, Jae-Jin Kim, Jeong-Ho Seok, Eunjoo Kim, Jin Young Park, Boreom Lee* and Jooyoung Oh*
  • Year2023
  • SourceFrontiers in Psychiatry (2023), vol. 14, 1124550.

Can Artificial Intelligence Help?
  • AuthorNguyen Thanh Duc, Jae Hyun Park, Kyudong Han, Boreom Lee, and Yong-Moon Lee*
  • Year2022
  • SourceJournal of Experimental Pathology (2022), vol. 3(1), pp. 12-15.

Hybrid-DANet: An encoder-decoder based hybrid weights alignment with multi-dilated attention network for automatic brain tumor segmentation
  • AuthorNaveed Ilyas, Yoonguu Song, Aamir Younis Raja, and Boreom Lee*
  • Year2022
  • SourceIEEE Access (2022), vol. 10, pp. 122658-122669.
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